diff --git a/sharc/parameters/parameters_p528.py b/sharc/parameters/parameters_p528.py new file mode 100644 index 000000000..88ec48cc0 --- /dev/null +++ b/sharc/parameters/parameters_p528.py @@ -0,0 +1,90 @@ +# -*- coding: utf-8 -*- +"""Parameters definitions for P528 propagation model +""" +from dataclasses import dataclass +from typing import Union +from sharc.parameters.parameters_base import ParametersBase + + +@dataclass +class ParametersP528(ParametersBase): + """Dataclass containing the P.528 propagation model parameters""" + + # Time percentage between 1-99 or "RANDOM" + time_percentage: Union[float, str] = "RANDOM" + # 0 (horizontal), 1 (vertical) polarization or "RANDOM" + polarization: Union[int, str] = "RANDOM" + # Channel model, possible values are "P528" + channel_model: str = "P528" + + +@dataclass +class ParametersP528(ParametersBase): + """Dataclass containing the P.528 propagation model parameters""" + + # Time percentage between 1-99 or "RANDOM" + time_percentage: Union[float, str] = "RANDOM" + # 0 (horizontal), 1 (vertical) polarization or "RANDOM" + polarization: Union[int, str] = "RANDOM" + # Channel model, possible values are "P528" + channel_model: str = "P528" + + def load_from_parameters(self, param: ParametersBase): + """Used to load parameters of P.528 from parent parameters + + Parameters + ---------- + param : ParametersBase + Parent parameters object containing P.528 values in param_p528 + """ + # Get values from the param_p528 section of parent parameters + if hasattr(param, 'param_p528'): + config = getattr(param, 'param_p528') + if hasattr(config, 'time_percentage'): + self.time_percentage = config.time_percentage + if hasattr(config, 'polarization'): + self.polarization = config.polarization + if hasattr(config, 'channel_model'): + self.channel_model = config.channel_model + + # Validate time percentage + if isinstance(self.time_percentage, str): + if self.time_percentage != "RANDOM": + raise ValueError( + f"ParametersP528: Invalid time_percentage {self.time_percentage}. " + "Must be between 1-99 or 'RANDOM'" + ) + else: + try: + time_pct = float(self.time_percentage) + if time_pct < 1 or time_pct > 99: + raise ValueError( + f"ParametersP528: Invalid time_percentage {time_pct}. " + "Must be between 1-99 or 'RANDOM'" + ) + except (ValueError, TypeError): + raise ValueError( + f"ParametersP528: Invalid time_percentage {self.time_percentage}. " + "Must be between 1-99 or 'RANDOM'" + ) + + # Validate polarization + if isinstance(self.polarization, str): + if self.polarization != "RANDOM": + raise ValueError( + f"ParametersP528: Invalid polarization {self.polarization}. " + "Must be 0 (horizontal), 1 (vertical) or 'RANDOM'" + ) + else: + try: + pol = int(self.polarization) + if pol not in [0, 1]: + raise ValueError( + f"ParametersP528: Invalid polarization {pol}. " + "Must be 0 (horizontal), 1 (vertical) or 'RANDOM'" + ) + except (ValueError, TypeError): + raise ValueError( + f"ParametersP528: Invalid polarization {self.polarization}. " + "Must be 0 (horizontal), 1 (vertical) or 'RANDOM'" + ) diff --git a/sharc/parameters/parameters_rns.py b/sharc/parameters/parameters_rns.py index 0ed01de96..1d70ad13e 100644 --- a/sharc/parameters/parameters_rns.py +++ b/sharc/parameters/parameters_rns.py @@ -1,7 +1,7 @@ # -*- coding: utf-8 -*- -from dataclasses import dataclass - +from dataclasses import dataclass, field from sharc.parameters.parameters_base import ParametersBase +from sharc.parameters.parameters_p528 import ParametersP528 @dataclass @@ -9,6 +9,8 @@ class ParametersRns(ParametersBase): """ Simulation parameters for radionavigation service """ + # whether to enable recursive parameters setting on .yaml file + nested_parameters_enabled: bool = True section_name: str = "rns" # x-y coordinates [m] x: float = 660.0 @@ -31,7 +33,7 @@ class ParametersRns(ParametersBase): # Channel parameters # channel model, possible values are "FSPL" (free-space path loss), # "SatelliteSimple" (FSPL + 4 dB + clutter loss) - # "P619" + # "P619", "P528" channel_model: str = "P619" # Parameters for the P.619 propagation model # earth_station_alt_m - altitude of IMT system (in meters) @@ -45,6 +47,8 @@ class ParametersRns(ParametersBase): season: str = "SUMMER" # Adjacent channel selectivity [dB] acs: float = 30.0 + # Parameters for P528 model + param_p528: ParametersP528 = field(default_factory=ParametersP528) def load_parameters_from_file(self, config_file: str): """Load the parameters from file an run a sanity check @@ -61,14 +65,20 @@ def load_parameters_from_file(self, config_file: str): """ super().load_parameters_from_file(config_file) if self.antenna_pattern not in ["ITU-R M.1466", "OMNI"]: - raise ValueError(f"ParametersRns: \ + raise ValueError( + f'ParametersRns: \ Invalid value for parameter {self.antenna_pattern}. \ - Allowed values are \"ITU-R M.1466\", \"OMNI\".") - if self.channel_model.upper() not in ["FSPL", "SatelliteSimple", "P619"]: - raise ValueError(f"ParametersRns: \ + Allowed values are "ITU-R M.1466", "OMNI".' + ) + if self.channel_model.upper() not in ["FSPL", "SatelliteSimple", "P619", "P528"]: + raise ValueError( + f'ParametersRns: \ Invalid value for paramter channel_model = {self.channel_model}. \ - Possible values are \"FSPL\", \"SatelliteSimple\", \"P619\".") + Possible values are "FSPL", "SatelliteSimple", "P619", "P528".' + ) if self.season.upper() not in ["SUMMER", "WINTER"]: - raise ValueError(f"ParametersRns: \ + raise ValueError( + f'ParametersRns: \ Invalid value for parameter season - {self.season}. \ - Possible values are \"SUMMER\", \"WINTER\".") + Possible values are "SUMMER", "WINTER".' + ) diff --git a/sharc/propagation/propagation_factory.py b/sharc/propagation/propagation_factory.py index 74a04a833..35ea2ba00 100644 --- a/sharc/propagation/propagation_factory.py +++ b/sharc/propagation/propagation_factory.py @@ -22,6 +22,7 @@ from sharc.propagation.propagation_tvro import PropagationTvro from sharc.propagation.propagation_indoor import PropagationIndoor from sharc.propagation.propagation_hdfss import PropagationHDFSS +from sharc.propagation.propagation_p528 import PropagationP528 class PropagationFactory(object): @@ -68,6 +69,15 @@ def create_propagation( return PropagationSatSimple(random_number_gen) elif channel_model == "TerrestrialSimple": return PropagationTerSimple(random_number_gen) + elif channel_model == "P528": + # Check IF ther's P528 parameters + if not hasattr(param_system, 'param_p528'): + raise AttributeError("param_system does not have an attribute named 'param_p528'") + return PropagationP528( + random_number_gen=random_number_gen, + time_percentage=param_system.param_p528.time_percentage, + polarization=param_system.param_p528.polarization, + ) elif channel_model == "P619": if isinstance(param_system, ParametersImt): if param_system.topology.type != "NTN": @@ -77,11 +87,13 @@ def create_propagation( else: # P.619 model is used only for space-to-earth links if param.imt.topology.type != "NTN" and not param_system.is_space_to_earth: - raise ValueError(( - "PropagationFactory: Channel model P.619 is invalid" - f"for system {param.general.system} and IMT " - f"topology {param.imt.topology.type}" - )) + raise ValueError( + ( + "PropagationFactory: Channel model P.619 is invalid" + f"for system {param.general.system} and IMT " + f"topology {param.imt.topology.type}" + ) + ) return PropagationP619( random_number_gen=random_number_gen, space_station_alt_m=param_system.param_p619.space_station_alt_m, diff --git a/sharc/propagation/propagation_p528.py b/sharc/propagation/propagation_p528.py new file mode 100644 index 000000000..4ff1b5485 --- /dev/null +++ b/sharc/propagation/propagation_p528.py @@ -0,0 +1,3072 @@ +# -*- coding: utf-8 -*- +import math +import numpy as np +from multipledispatch import dispatch +from dataclasses import dataclass, field +from typing import List, Union +from sharc.propagation.propagation import Propagation +from dataclasses import dataclass +from typing import List +import numpy as np +from sharc.station_manager import StationManager +from sharc.parameters.parameters import Parameters + +# Constants +a_0__km = 6371.0 +a_e__km = 9257.0 +N_s = 341 +epsilon_r = 15.0 +sigma = 0.005 +LOS_EPSILON = 0.00001 +THIRD = 1.0 / 3.0 + +# Consts +CONST_MODE__SEARCH = 0 +CONST_MODE__DIFFRACTION = 1 +CONST_MODE__SCATTERING = 2 + +CASE_1 = 1 +CASE_2 = 2 + +PROP_MODE__NOT_SET = 0 +PROP_MODE__LOS = 1 +PROP_MODE__DIFFRACTION = 2 +PROP_MODE__SCATTERING = 3 + +# List of valid polarizations +POLARIZATION__HORIZONTAL = 0 +POLARIZATION__VERTICAL = 1 + +Y_pi_99_INDEX = 16 + +# Return Codes +SUCCESS = 0 +ERROR_VALIDATION__D_KM = 1 +ERROR_VALIDATION__H_1 = 2 +ERROR_VALIDATION__H_2 = 3 +ERROR_VALIDATION__TERM_GEO = 4 +ERROR_VALIDATION__F_MHZ_LOW = 5 +ERROR_VALIDATION__F_MHZ_HIGH = 6 +ERROR_VALIDATION__PERCENT_LOW = 7 +ERROR_VALIDATION__PERCENT_HIGH = 8 +ERROR_VALIDATION__POLARIZATION = 9 +ERROR_HEIGHT_AND_DISTANCE = 10 +WARNING__DFRAC_TROPO_REGION = 20 + + +class PropagationP528(Propagation): + """ + Implements the propagation model from ITU-R P.528-5. + """ + + def __init__( + self, + random_number_gen: np.random.RandomState, + time_percentage: Union[str, float] = "RANDOM", + polarization: Union[str, int] = "RANDOM", + ): + """Initialize the P528 propagation model.""" + super().__init__(random_number_gen) + # Create helper objects once and reuse them + self.terminal_1 = Terminal() + self.terminal_2 = Terminal() + self.tropo = TroposcatterParams() + self.path = Path() + self.los_params = LineOfSightParams() + self.result = Result() + self.default_time_percentage = time_percentage + self.default_polarization = polarization + + @dispatch(Parameters, float, StationManager, StationManager, np.ndarray, np.ndarray) + def get_loss( + self, + params: Parameters, + frequency: float, + station_a: StationManager, + station_b: StationManager, + station_a_gains=None, + station_b_gains=None, + ) -> np.array: + """Calculate path loss using P528 model with SHARC framework interface.""" + # Get distances between stations + distance_3d = station_a.get_3d_distance_to(station_b) + + # Convert distance from meters to km + d__km = distance_3d / 1000.0 + + # Create frequency array matching distance dimensions + f__mhz = frequency * np.ones(d__km.shape) + + # Get station heights + h_1__meter = station_a.height + h_2__meter = station_b.height + + return self.get_loss(d__km, h_1__meter, h_2__meter, f__mhz) + + @dispatch(np.ndarray, float, float, np.ndarray) + def get_loss( + self, + distance_km: np.array, + h_1__meter: float, + h_2__meter: float, + frequency_mhz: np.array, + time_percentage: Union[str, float, np.ndarray] = None, + polarization: Union[str, int, np.ndarray] = None, + ) -> np.array: + """Calculate path loss using P528 model. + + Args: + distance_km: Array of distances in km + h_1__meter: Height of first terminal in meters + h_2__meter: Height of second terminal in meters + frequency_mhz: Array of frequencies in MHz + time_percentage: Optional override for time percentage + polarization: Optional override for polarization + """ + results = np.zeros(distance_km.shape) + + # Use provided values or defaults + use_time_percentage = time_percentage if time_percentage is not None else self.default_time_percentage + use_polarization = polarization if polarization is not None else self.default_polarization + + # Generate time percentage values + if isinstance(use_time_percentage, str) and use_time_percentage.upper() == "RANDOM": + p_values = 1 + 98 * self.random_number_gen.random_sample(distance_km.shape) + else: + p_values = use_time_percentage * np.ones(distance_km.shape) + + # Generate polarization values + if isinstance(use_polarization, str) and use_polarization.upper() == "RANDOM": + t_values = self.random_number_gen.randint(0, 2, distance_km.shape) + else: + t_values = use_polarization * np.ones(distance_km.shape, dtype=int) + + # Iterate through the distance array + for idx in np.ndindex(distance_km.shape): + + # Print progress bar + print(idx[0]) + + # Clear helper objects + self.terminal_1.clear() + self.terminal_2.clear() + self.tropo.clear() + self.path.clear() + self.los_params.clear() + self.result.clear() + + # Calculate path loss using P528_Ex + result = P528_Ex( + float(distance_km[idx]), + float(h_1__meter), + float(h_2__meter), + float(frequency_mhz[idx]), + int(t_values[idx]), + float(p_values[idx]), + self.result, + self.terminal_1, + self.terminal_2, + self.tropo, + self.path, + self.los_params, + ) + + results[idx] = result.A__db + + return results + + +@dataclass +class Path: + + d_ML__km: float = 0.0 + d_0__km: float = 0.0 + d_d__km: float = 0.0 + + def __init__(self): + print("Creating Path Object") + self.clear() + + def clear(self): + self.d_ML__km: float = 0.0 + self.d_0__km: float = 0.0 + self.d_d__km: float = 0.0 + + +@dataclass +class Terminal: + h_r__km: float = 0.0 + h_e__km: float = 0.0 + delta_h__km: float = 0.0 + d_r__km: float = 0.0 + a__km: float = 0.0 + phi__rad: float = 0.0 + theta__rad: float = 0.0 + A_a__db: float = 0.0 + + def __init__(self): + print("Creating Terminal Object") + self.clear() + + def clear(self): + self.h_r__km: float = 0.0 + self.h_e__km: float = 0.0 + self.delta_h__km: float = 0.0 + self.d_r__km: float = 0.0 + self.a__km: float = 0.0 + self.phi__rad: float = 0.0 + self.theta__rad: float = 0.0 + self.A_a__db: float = 0.0 + + +@dataclass +class LineOfSightParams: + z__km: List[float] = field(default_factory=lambda: [0.0, 0.0]) + d__km: float = 0.0 + r_0__km: float = 0.0 + r_12__km: float = 0.0 + D__km: List[float] = field(default_factory=lambda: [0.0, 0.0]) + theta_h1__rad: float = 0.0 + theta_h2__rad: float = 0.0 + theta: List[float] = field(default_factory=lambda: [0.0, 0.0]) + a_a__km: float = 0.0 + delta_r__km: float = 0.0 + A_LOS__db: float = 0.0 + + def __init__(self): + print("Creating LineOfSighParams Object") + self.clear() + + def clear(self): + self.z__km: List[float] = [0.0, 0.0] + self.d__km: float = 0.0 + self.r_0__km: float = 0.0 + self.r_12__km: float = 0.0 + self.D__km: List[float] = [0.0, 0.0] + self.theta_h1__rad: float = 0.0 + self.theta_h2__rad: float = 0.0 + self.theta: List[float] = [0.0, 0.0] + self.a_a__km: float = 0.0 + self.delta_r__km: float = 0.0 + self.A_LOS__db: float = 0.0 + + +print("Creating Global LineOfSightParams") +_GLOBAL_LOS_PARAMS = LineOfSightParams() + + +@dataclass +class TroposcatterParams: + d_s__km: float = 0.0 + d_z__km: float = 0.0 + h_v__km: float = 0.0 + theta_s: float = 0.0 + theta_A: float = 0.0 + A_s__db: float = 0.0 + A_s_prev__db: float = 0.0 + M_s: float = 0.0 + + def __init__(self): + print("Creating TroposcatterParams Object") + self.clear() + + def clear(self): + self.d_s__km: float = 0.0 + self.d_z__km: float = 0.0 + self.h_v__km: float = 0.0 + self.theta_s: float = 0.0 + self.theta_A: float = 0.0 + self.A_s__db: float = 0.0 + self.A_s_prev__db: float = 0.0 + self.M_s: float = 0.0 + + +print("Creating Global TroposcatterParams") +_GLOBAL_TROPO_PARAMS = TroposcatterParams() + + +@dataclass +class Result: + propagation_mode: int = 0 + d__km: float = 0.0 + A__db: float = 0.0 + A_fs__db: float = 0.0 + A_a__db: float = 0.0 + theta_h1__rad: float = 0.0 + result: str = "" + + def __init__(self): + print("Creating Result Object") + self.clear() + + def clear(self): + self.propagation_mode: int = 0 + self.d__km: float = 0.0 + self.A__db: float = 0.0 + self.A_fs__db: float = 0.0 + self.A_a__db: float = 0.0 + self.theta_h1__rad: float = 0.0 + self.result: str = "" + + +@dataclass +class SlantPathAttenuationResult: + A_gas__db: float = 0.0 # Median gaseous absorption, in dB + bending__rad: float = 0.0 # Bending angle, in rad + a__km: float = 0.0 # Ray length, in km + angle__rad: float = 0.0 # Incident angle, in rad + delta_L__km: float = 0.0 # Excess atmospheric path length, in km + + def __init__(self): + print("Creating SlantPathAttenuationResult Object") + self.clear() + + def clear(self): + self.A_gas__db = 0.0 + self.bending__rad = 0.0 + self.a__km = 0.0 + self.angle__rad = 0.0 + self.delta_L__km = 0.0 + + +print("Creating Global SlantPathAttenuationResult") +_GLOBAL_SLANT_RESULT = SlantPathAttenuationResult() + +# P835.h + +# Constants +RHO_0__M_KG = 7.5 + +# Error Codes +ERROR_HEIGHT_TOO_SMALL = -1 +ERROR_HEIGHT_TOO_LARGE = -2 + +# P528.cpp + +# Constants +PROP_MODE__NOT_SET = 0 +PROP_MODE__LOS = 1 +PROP_MODE__DIFFRACTION = 2 +PROP_MODE__SCATTERING = 3 + +SUCCESS = 0 +ERROR_HEIGHT_AND_DISTANCE = -1 +CASE_1 = 1 +CASE_2 = 2 + + +def P528_Ex( + d__km: float, + h_1__meter: float, + h_2__meter: float, + f__mhz: float, + T_pol: int, + p: float, + result: Result, + terminal_1: Terminal, + terminal_2: Terminal, + tropo: TroposcatterParams, + path: Path, + los_params: LineOfSightParams, +): + + # reset Results struct + result.clear() + + err = ValidateInputs(d__km, h_1__meter, h_2__meter, f__mhz, T_pol, p) + + result.result = err + + if err != "SUCCESS": + if err == "ERROR_HEIGHT_AND_DISTANCE": + result.A_fs__db = 0 + result.A_a__db = 0 + result.A__db = 0 + result.d__km = 0 + return result + else: + result.result = err + raise ValueError(err) + return result + + # Compute terminal geometries + + # Step 1 for low terminal + terminal_1.h_r__km = h_1__meter / 1000 + TerminalGeometry(f__mhz, terminal_1) + + # Step 1 for high terminal + terminal_2.h_r__km = h_2__meter / 1000 + TerminalGeometry(f__mhz, terminal_2) + + # Step 2 + + path.d_ML__km = terminal_1.d_r__km + terminal_2.d_r__km # [Eqn 3-1] + + # Smooth earth diffraction line calculations + + # Step 3.1 + d_3__km = path.d_ML__km + 0.5 * pow(pow(a_e__km, 2) / f__mhz, THIRD) # [Eqn 3-2] + d_4__km = path.d_ML__km + 1.5 * pow(pow(a_e__km, 2) / f__mhz, THIRD) # [Eqn 3-3] + + # Step 3.2 + A_3__db = SmoothEarthDiffraction(terminal_1.d_r__km, terminal_2.d_r__km, f__mhz, d_3__km, T_pol) + A_4__db = SmoothEarthDiffraction(terminal_1.d_r__km, terminal_2.d_r__km, f__mhz, d_4__km, T_pol) + + # Step 3.3 + M_d = (A_4__db - A_3__db) / (d_4__km - d_3__km) # [Eqn 3-4] + A_d0 = A_4__db - M_d * d_4__km # [Eqn 3-5] + + # Step 3.4 + A_dML__db = (M_d * path.d_ML__km) + A_d0 # [Eqn 3-6] + path.d_d__km = -(A_d0 / M_d) # [Eqn 3-7] + + K_LOS = 0 + + # Step 4. If the path is in the Line-of-Sight range, call LOS and then exit + if path.d_ML__km - d__km > 0.001: + + result.propagation_mode = PROP_MODE__LOS + K_LOS = LineOfSight( + path, + terminal_1, + terminal_2, + los_params, + f__mhz, + -A_dML__db, + p, + d__km, + T_pol, + result, + K_LOS, + ) + return result + + else: + + K_LOS = LineOfSight( + path, + terminal_1, + terminal_2, + los_params, + f__mhz, + -A_dML__db, + p, + path.d_ML__km - 1, + T_pol, + result, + K_LOS, + ) + + # Step 6. Search past horizon to find crossover point between Diffraction and Troposcatter models + # TranshorizonSearch(path, terminal_1, terminal_2, f__mhz, A_dML__db, M_d, A_d0,Const) + M_d, A_d0, d_crx__km, CASE = TranshorizonSearch(path, terminal_1, terminal_2, f__mhz, A_dML__db, M_d, A_d0) + # [rtn, M_d, A_d0, d_crx__km, CASE] + + # Compute terrain attenuation, A_T__db + + # Step 7.1 + A_d__db = M_d * d__km + A_d0 # [Eqn 3-14] + + # Step 7.2 + troposcatter(path, terminal_1, terminal_2, d__km, f__mhz, tropo) + + # Step 7.3 + if d__km < d_crx__km: + # always in diffraction if less than d_crx + A_T__db = A_d__db + result.propagation_mode = PROP_MODE__DIFFRACTION + else: + if CASE == CASE_1: + # select the lower loss mode of propagation + if tropo.A_s__db <= A_d__db: + A_T__db = tropo.A_s__db + result.propagation_mode = PROP_MODE__SCATTERING + else: + A_T__db = A_d__db + result.propagation_mode = PROP_MODE__DIFFRACTION + else: # CASE_2 + A_T__db = tropo.A_s__db + result.propagation_mode = PROP_MODE__SCATTERING + + # Compute variability + + # f_theta_h is unity for transhorizon paths + f_theta_h = 1 + + # compute the 50% and p% of the long-term variability distribution + Y_e__db, _ = LongTermVariability( + terminal_1.d_r__km, + terminal_2.d_r__km, + d__km, + f__mhz, + p, + f_theta_h, + -A_T__db, + ) + Y_e_50__db, _ = LongTermVariability( + terminal_1.d_r__km, + terminal_2.d_r__km, + d__km, + f__mhz, + 50, + f_theta_h, + -A_T__db, + ) + + # compute the 50% and p% of the Nakagami-Rice distribution + ANGLE = 0.02617993878 # 1.5 deg + if tropo.theta_s >= ANGLE: # theta_s > 1.5 deg + K_t__db = 20 + elif tropo.theta_s <= 0.0: + K_t__db = K_LOS + else: + K_t__db = (tropo.theta_s * (20.0 - K_LOS) / ANGLE) + K_LOS + + Y_pi_50__db = 0.0 # zero mean + Y_pi__db = NakagamiRice(K_t__db, p) + + # combine the long-term and Nakagami-Rice distributions + Y_total__db = CombineDistributions(Y_e_50__db, Y_e__db, Y_pi_50__db, Y_pi__db, p) + + # Atmospheric absorption for transhorizon path + + result_v = SlantPathAttenuation(f__mhz / 1000, 0, tropo.h_v__km, math.pi / 2) + + result.A_a__db = terminal_1.A_a__db + terminal_2.A_a__db + 2 * result_v.A_gas__db # [Eqn 3-17] + + # Compute free-space loss + + r_fs__km = terminal_1.a__km + terminal_2.a__km + 2 * result_v.a__km # [Eqn 3-18] + result.A_fs__db = 20.0 * math.log10(f__mhz) + 20.0 * math.log10(r_fs__km) + 32.45 # [Eqn 3-19] + + result.d__km = d__km + result.A__db = result.A_fs__db + result.A_a__db + A_T__db - Y_total__db # [Eqn 3-20] + result.theta_h1__rad = -terminal_1.theta__rad + + return result + + +def ValidateInputs(d_km, h_1_meter, h_2_meter, f_mhz, t_pol, p): + + if d_km < 0: + return "ERROR_VALIDATION__D_KM", ERROR_VALIDATION__D_KM + + if h_1_meter < 1.5 or h_1_meter > 20000: + return "ERROR_VALIDATION__H_1", ERROR_VALIDATION__H_1 + + if h_2_meter < 1.5 or h_2_meter > 20000: + return "ERROR_VALIDATION__H_2", ERROR_VALIDATION__H_2 + + if h_1_meter > h_2_meter: + return "ERROR_VALIDATION__TERM_GEO", ERROR_VALIDATION__TERM_GEO + + if f_mhz < 100: + return "ERROR_VALIDATION__F_MHZ_LOW", ERROR_VALIDATION__F_MHZ_LOW + + if f_mhz > 30000: + return "ERROR_VALIDATION__F_MHZ_HIGH", ERROR_VALIDATION__F_MHZ_HIGH + + if t_pol != POLARIZATION__HORIZONTAL and t_pol != POLARIZATION__VERTICAL: + return "ERROR_VALIDATION__POLARIZATION", ERROR_VALIDATION__POLARIZATION + + if p < 1: + return "ERROR_VALIDATION__PERCENT_LOW", ERROR_VALIDATION__PERCENT_LOW + + if p > 99: + return "ERROR_VALIDATION__PERCENT_HIGH", ERROR_VALIDATION__PERCENT_HIGH + + if h_1_meter == h_2_meter and d_km == 0: + return "ERROR_HEIGHT_AND_DISTANCE" + + return "SUCCESS" + + +def TerminalGeometry(f__mhz: float, terminal: Terminal): + theta_tx__rad = 0 + result = SlantPathAttenuation(f__mhz / 1000, 0, terminal.h_r__km, math.pi / 2 - theta_tx__rad) + + terminal.theta__rad = math.pi / 2 - result.angle__rad + terminal.A_a__db = result.A_gas__db + terminal.a__km = result.a__km + + # compute arc distance + central_angle = (math.pi / 2 - result.angle__rad) - theta_tx__rad + result.bending__rad + terminal.d_r__km = a_0__km * central_angle + terminal.phi__rad = terminal.d_r__km / a_e__km + terminal.h_e__km = (a_e__km / math.cos(terminal.phi__rad)) - a_e__km + terminal.delta_h__km = terminal.h_r__km - terminal.h_e__km + + +# p835 MeanAnnualGlobalReferenceAtmosphere + + +def GlobalTemperature(h__km: float): + if h__km < 0: + raise ValueError(ERROR_HEIGHT_TOO_SMALL) + if h__km > 100: + raise ValueError(ERROR_HEIGHT_TOO_LARGE) + if h__km < 86: + h_prime__km = ConvertToGeopotentialHeight(h__km) + return GlobalTemperature_Regime1(h_prime__km) + else: + return GlobalTemperature_Regime2(h__km) + + +def GlobalTemperature_Regime1(h_prime__km: float): + if h_prime__km < 0: + raise ValueError(ERROR_HEIGHT_TOO_SMALL) + elif h_prime__km <= 11: + return 288.15 - 6.5 * h_prime__km + elif h_prime__km <= 20: + return 216.65 + elif h_prime__km <= 32: + return 216.65 + (h_prime__km - 20) + elif h_prime__km <= 47: + return 228.65 + 2.8 * (h_prime__km - 32) + elif h_prime__km <= 51: + return 270.65 + elif h_prime__km <= 71: + return 270.65 - 2.8 * (h_prime__km - 51) + elif h_prime__km <= 84.852: + return 214.65 - 2.0 * (h_prime__km - 71) + else: + raise ValueError(ERROR_HEIGHT_TOO_LARGE) + + +def GlobalTemperature_Regime2(h__km: float): + if h__km < 86: + return ERROR_HEIGHT_TOO_SMALL + elif h__km <= 91: + return 186.8673 + elif h__km <= 100: + return 263.1905 - 76.3232 * math.sqrt(1 - pow((h__km - 91) / 19.9429, 2)) + else: + return ERROR_HEIGHT_TOO_LARGE + + +def GlobalPressure(h__km: float): + if h__km < 0: + return ERROR_HEIGHT_TOO_SMALL + if h__km > 100: + return ERROR_HEIGHT_TOO_LARGE + + if h__km < 86: + h_prime__km = ConvertToGeopotentialHeight(h__km) + return GlobalPressure_Regime1(h_prime__km) + else: + return GlobalPressure_Regime2(h__km) + + +def GlobalPressure_Regime1(h_prime__km: float): + if h_prime__km < 0: + return ERROR_HEIGHT_TOO_SMALL + elif h_prime__km <= 11: + return 1013.25 * pow(288.15 / (288.15 - 6.5 * h_prime__km), -34.1632 / 6.5) + elif h_prime__km <= 20: + return 226.3226 * math.exp(-34.1632 * (h_prime__km - 11) / 216.65) + elif h_prime__km <= 32: + return 54.74980 * pow(216.65 / (216.65 + (h_prime__km - 20)), 34.1632) + elif h_prime__km <= 47: + return 8.680422 * pow(228.65 / (228.65 + 2.8 * (h_prime__km - 32)), 34.1632 / 2.8) + elif h_prime__km <= 51: + return 1.109106 * math.exp(-34.1632 * (h_prime__km - 47) / 270.65) + elif h_prime__km <= 71: + return 0.6694167 * pow(270.65 / (270.65 - 2.8 * (h_prime__km - 51)), -34.1632 / 2.8) + elif h_prime__km <= 84.852: + return 0.03956649 * pow(214.65 / (214.65 - 2.0 * (h_prime__km - 71)), -34.1632 / 2.0) + else: + return ERROR_HEIGHT_TOO_LARGE + + +def GlobalPressure_Regime2(h__km: float): + if h__km < 86: + return ERROR_HEIGHT_TOO_SMALL + if h__km > 100: + return ERROR_HEIGHT_TOO_LARGE + + a_0 = 95.571899 + a_1 = -4.011801 + a_2 = 6.424731e-2 + a_3 = -4.789660e-4 + a_4 = 1.340543e-6 + + return math.exp(a_0 + a_1 * h__km + a_2 * pow(h__km, 2) + a_3 * pow(h__km, 3) + a_4 * pow(h__km, 4)) + + +def GlobalWaterVapourDensity(h__km: float, rho_0: float): + if h__km < 0: + return ERROR_HEIGHT_TOO_SMALL + if h__km > 100: + return ERROR_HEIGHT_TOO_LARGE + + h_0__km = 2 # scale height + + return rho_0 * math.exp(-h__km / h_0__km) + + +def GlobalWaterVapourPressure(h__km: float, rho_0: float): + if h__km < 0: + return ERROR_HEIGHT_TOO_SMALL + if h__km > 100: + return ERROR_HEIGHT_TOO_LARGE + + rho = GlobalWaterVapourDensity(h__km, rho_0) + + if h__km < 86: + # convert to geopotential height + h_prime__km = ConvertToGeopotentialHeight(h__km) + T__kelvin = GlobalTemperature_Regime1(h_prime__km) + else: + T__kelvin = GlobalTemperature_Regime2(h__km) + + return WaterVapourDensityToPressure(rho, T__kelvin) + + +def SlantPathAttenuation(f__ghz: float, h_1__km: float, h_2__km: float, beta_1__rad: float): + + result = _GLOBAL_SLANT_RESULT + result.clear() + + if beta_1__rad > math.pi / 2: + # negative elevation angle + # find h_G and then trace in each direction + # see Section 2.2.2 + + # compute refractive index at h_1 + # p__hPa = config.dry_pressure(h_1__km) + # T__kelvin = config.temperature(h_1__km) + # e__hPa = config.wet_pressure(h_1__km, rho_0) # Note: rho_0 needs to be defined or passed as a parameter + + p__hPa = GlobalPressure(h_1__km) + T__kelvin = GlobalTemperature(h_1__km) + e__hPa = GlobalWetPressure(h_1__km) + + n_1 = RefractiveIndex(p__hPa, T__kelvin, e__hPa) + + # set initial h_G at mid-point between h_1 and surface of the earth + # then binary search to converge + h_G__km = h_1__km + delta = h_1__km / 2 + diff = 100 + + while abs(diff) > 0.001: + if diff > 0: + h_G__km -= delta + else: + h_G__km += delta + delta /= 2 + + # p__hPa = config.dry_pressure(h_G__km) + # T__kelvin = config.temperature(h_G__km) + # e__hPa = config.wet_pressure(h_G__km, rho_0) # Note: rho_0 needs to be defined or passed as a parameter + + p__hPa = GlobalPressure(h_G__km) + T__kelvin = GlobalTemperature(h_G__km) + e__hPa = GlobalWetPressure(h_G__km) + + n_G = RefractiveIndex(p__hPa, T__kelvin, e__hPa) + + grazing_term = n_G * (a_0__km + h_G__km) + start_term = n_1 * (a_0__km + h_1__km) * math.sin(beta_1__rad) + + diff = grazing_term - start_term + + # converged on h_G. Now call RayTrace in both directions with grazing angle + beta_graze__rad = math.pi / 2 + result_1 = RayTrace(f__ghz, h_G__km, h_1__km, beta_graze__rad) + result_2 = RayTrace(f__ghz, h_G__km, h_2__km, beta_graze__rad) + + result.angle__rad = result_2.angle__rad + + result.A_gas__db = result_1.A_gas__db + result_2.A_gas__db + result.a__km = result_1.a__km + result_2.a__km + result.bending__rad = result_1.bending__rad + result_2.bending__rad + result.delta_L__km = result_1.delta_L__km + result_2.delta_L__km + else: + result = RayTrace(f__ghz, h_1__km, h_2__km, beta_1__rad) + # result = RayTrace(f__ghz, h_1__km, h_2__km, beta_1__rad, config) + + return result + + +def LayerThickness(m: float, i: int): + # Equation 14 + delta_i__km = m * math.exp((i - 1) / 100.0) + return delta_i__km + + +def RayTrace(f__ghz: float, h_1__km: float, h_2__km: float, beta_1__rad: float): + # Equations 16(a)-(c) + i_lower = math.floor(100 * math.log(1e4 * h_1__km * (math.exp(1.0 / 100.0) - 1) + 1) + 1) + i_upper = math.ceil(100 * math.log(1e4 * h_2__km * (math.exp(1.0 / 100.0) - 1) + 1) + 1) + m = ((math.exp(2.0 / 100.0) - math.exp(1.0 / 100.0)) / (math.exp(i_upper / 100.0) - math.exp(i_lower / 100.0))) * ( + h_2__km - h_1__km + ) + + result = _GLOBAL_SLANT_RESULT + result.clear() + + # initialize starting layer + delta_i__km = LayerThickness(m, i_lower) + h_i__km = h_1__km + m * ((math.exp((i_lower - 1) / 100.0) - math.exp((i_lower - 1) / 100.0)) / (math.exp(1 / 100.0) - 1)) + n_i, gamma_i = GetLayerProperties(f__ghz, h_i__km + delta_i__km / 2) + r_i__km = a_0__km + h_i__km + + # record bottom layer properties for alpha and beta calculations + r_1__km = r_i__km + n_1 = n_i + + # summation from Equation 13 + for i in range(i_lower, i_upper): + delta_ii__km = LayerThickness(m, i + 1) + h_ii__km = h_1__km + m * ((math.exp(i / 100.0) - math.exp((i_lower - 1) / 100.0)) / (math.exp(1 / 100.0) - 1)) + + n_ii, gamma_ii = GetLayerProperties(f__ghz, h_ii__km + delta_ii__km / 2) + + r_ii__km = a_0__km + h_ii__km + + delta_i__km = LayerThickness(m, i) + + # Equation 19b + beta_i__rad = math.asin(min(1, (n_1 * r_1__km) / (n_i * r_i__km) * math.sin(beta_1__rad))) + + # entry angle into the layer interface, Equation 18a + alpha_i__rad = math.asin(min(1, (n_1 * r_1__km) / (n_i * r_ii__km) * math.sin(beta_1__rad))) + + # path length through ith layer, Equation 17 + a_i__km = -r_i__km * math.cos(beta_i__rad) + math.sqrt( + r_i__km**2 * math.cos(beta_i__rad) ** 2 + 2 * r_i__km * delta_i__km + delta_i__km**2 + ) + + result.a__km += a_i__km + result.A_gas__db += a_i__km * gamma_i + result.delta_L__km += a_i__km * (n_i - 1) # summation, Equation 23 + + beta_ii__rad = math.asin(n_i / n_ii * math.sin(alpha_i__rad)) + + # summation of the bending angle, Equation 22a + # the summation only goes to i_max - 1 + if i != i_upper - 1: + result.bending__rad += beta_ii__rad - alpha_i__rad + + # shift for next loop + h_i__km = h_ii__km + n_i = n_ii + gamma_i = gamma_ii + r_i__km = r_ii__km + + result.angle__rad = alpha_i__rad + return result + + +def GlobalWetPressure(h__km: float): + """ + Calculate the global wet pressure at a given height. + + Args: + h__km (float): Height in kilometers + + Returns: + float: Wet pressure in hPa + """ + T__kelvin = GlobalTemperature(h__km) + P__hPa = GlobalPressure(h__km) + rho__g_m3 = max( + GlobalWaterVapourDensity(h__km, RHO_0__M_KG), + 2 * pow(10, -6) * 216.7 * P__hPa / T__kelvin, + ) + e__hPa = WaterVapourDensityToPressure(rho__g_m3, T__kelvin) + + return e__hPa + + +def RefractiveIndex(p__hPa: float, T__kelvin: float, e__hPa: float): + """ + Calculate the refractive index based on pressure, temperature, and water vapor pressure. + + Args: + p__hPa (float): Pressure in hectopascals (hPa) + T__kelvin (float): Temperature in Kelvin + e__hPa (float): Water vapor pressure in hectopascals (hPa) + + Returns: + float: Refractive index + """ + # dry term of refractivity + N_dry = 77.6 * p__hPa / T__kelvin + + # wet term of refractivity + N_wet = 72 * e__hPa / T__kelvin + 3.75e5 * e__hPa / pow(T__kelvin, 2) + + N = N_dry + N_wet + + n = 1 + N * pow(10, -6) + + return n + + +def SpecificAttenuation(f__ghz: float, T__kelvin: float, e__hPa: float, p__hPa: float): + """ + Calculate the specific attenuation due to atmospheric gases. + + Args: + f__ghz (float): Frequency in GHz + T__kelvin (float): Temperature in Kelvin + e__hPa (float): Water vapor pressure in hectopascals (hPa) + p__hPa (float): Total atmospheric pressure in hectopascals (hPa) + + Returns: + float: Specific attenuation in dB/km + """ + gamma_o = OxygenSpecificAttenuation(f__ghz, T__kelvin, e__hPa, p__hPa) + + gamma_w = WaterVapourSpecificAttenuation(f__ghz, T__kelvin, e__hPa, p__hPa) + + gamma = gamma_o + gamma_w # [Eqn 1] + + return gamma + + +OxygenData = { + "f_0": [ + 50.474214, + 50.987745, + 51.503360, + 52.021429, + 52.542418, + 53.066934, + 53.595775, + 54.130025, + 54.671180, + 55.221384, + 55.783815, + 56.264774, + 56.363399, + 56.968211, + 57.612486, + 58.323877, + 58.446588, + 59.164204, + 59.590983, + 60.306056, + 60.434778, + 61.150562, + 61.800158, + 62.411220, + 62.486253, + 62.997984, + 63.568526, + 64.127775, + 64.678910, + 65.224078, + 65.764779, + 66.302096, + 66.836834, + 67.369601, + 67.900868, + 68.431006, + 68.960312, + 118.750334, + 368.498246, + 424.763020, + 487.249273, + 715.392902, + 773.839490, + 834.145546, + ], + "a_1": [ + 0.975, + 2.529, + 6.193, + 14.320, + 31.240, + 64.290, + 124.600, + 227.300, + 389.700, + 627.100, + 945.300, + 543.400, + 1331.800, + 1746.600, + 2120.100, + 2363.700, + 1442.100, + 2379.900, + 2090.700, + 2103.400, + 2438.000, + 2479.500, + 2275.900, + 1915.400, + 1503.000, + 1490.200, + 1078.000, + 728.700, + 461.300, + 274.000, + 153.000, + 80.400, + 39.800, + 18.560, + 8.172, + 3.397, + 1.334, + 940.300, + 67.400, + 637.700, + 237.400, + 98.100, + 572.300, + 183.100, + ], + "a_2": [ + 9.651, + 8.653, + 7.709, + 6.819, + 5.983, + 5.201, + 4.474, + 3.800, + 3.182, + 2.618, + 2.109, + 0.014, + 1.654, + 1.255, + 0.910, + 0.621, + 0.083, + 0.387, + 0.207, + 0.207, + 0.386, + 0.621, + 0.910, + 1.255, + 0.083, + 1.654, + 2.108, + 2.617, + 3.181, + 3.800, + 4.473, + 5.200, + 5.982, + 6.818, + 7.708, + 8.652, + 9.650, + 0.010, + 0.048, + 0.044, + 0.049, + 0.145, + 0.141, + 0.145, + ], + "a_3": [ + 6.690, + 7.170, + 7.640, + 8.110, + 8.580, + 9.060, + 9.550, + 9.960, + 10.370, + 10.890, + 11.340, + 17.030, + 11.890, + 12.230, + 12.620, + 12.950, + 14.910, + 13.530, + 14.080, + 14.150, + 13.390, + 12.920, + 12.630, + 12.170, + 15.130, + 11.740, + 11.340, + 10.880, + 10.380, + 9.960, + 9.550, + 9.060, + 8.580, + 8.110, + 7.640, + 7.170, + 6.690, + 16.640, + 16.400, + 16.400, + 16.000, + 16.000, + 16.200, + 14.700, + ], + "a_4": [ + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + ], + "a_5": [ + 2.566, + 2.246, + 1.947, + 1.667, + 1.388, + 1.349, + 2.227, + 3.170, + 3.558, + 2.560, + -1.172, + 3.525, + -2.378, + -3.545, + -5.416, + -1.932, + 6.768, + -6.561, + 6.957, + -6.395, + 6.342, + 1.014, + 5.014, + 3.029, + -4.499, + 1.856, + 0.658, + -3.036, + -3.968, + -3.528, + -2.548, + -1.660, + -1.680, + -1.956, + -2.216, + -2.492, + -2.773, + -0.439, + 0.000, + 0.000, + 0.000, + 0.000, + 0.000, + 0.000, + ], + "a_6": [ + 6.850, + 6.800, + 6.729, + 6.640, + 6.526, + 6.206, + 5.085, + 3.750, + 2.654, + 2.952, + 6.135, + -0.978, + 6.547, + 6.451, + 6.056, + 0.436, + -1.273, + 2.309, + -0.776, + 0.699, + -2.825, + -0.584, + -6.619, + -6.759, + 0.844, + -6.675, + -6.139, + -2.895, + -2.590, + -3.680, + -5.002, + -6.091, + -6.393, + -6.475, + -6.545, + -6.600, + -6.650, + 0.079, + 0.000, + 0.000, + 0.000, + 0.000, + 0.000, + 0.000, + ], +} + + +def OxygenRefractivity(f__ghz: float, T__kelvin: float, e__hPa: float, p__hPa: float): + """ + Calculate the imaginary part of the frequency-dependent complex refractivity due to oxygen. + + Args: + f__ghz (float): Frequency in GHz + T__kelvin (float): Temperature in Kelvin + e__hPa (float): Water vapour partial pressure in hectopascals (hPa) + p__hPa (float): Dry air pressure in hectopascals (hPa) + + Returns: + float: Refractivity in N-Units + """ + theta = 300 / T__kelvin + + N = 0 + + for i in range(len(OxygenData["f_0"])): + # Equation 3, for oxygen + S_i = OxygenData["a_1"][i] * 1e-7 * p__hPa * math.pow(theta, 3) * math.exp(OxygenData["a_2"][i] * (1 - theta)) + + # compute the width of the line, Equation 6a, for oxygen + delta_f__ghz = ( + OxygenData["a_3"][i] * 1e-4 * (p__hPa * math.pow(theta, (0.8 - OxygenData["a_4"][i])) + 1.1 * e__hPa * theta) + ) + + # modify the line width to account for Zeeman splitting of the oxygen lines + # Equation 6b, for oxygen + delta_f__ghz = math.sqrt(math.pow(delta_f__ghz, 2) + 2.25e-6) + + # correction factor due to interference effects in oxygen lines + # Equation 7, for oxygen + delta = (OxygenData["a_5"][i] + OxygenData["a_6"][i] * theta) * 1e-4 * (p__hPa + e__hPa) * math.pow(theta, 0.8) + + F_i = LineShapeFactor(f__ghz, OxygenData["f_0"][i], delta_f__ghz, delta) + + # summation of terms...from Equation 2a, for oxygen + N += S_i * F_i + + N_D = NonresonantDebyeAttenuation(f__ghz, e__hPa, p__hPa, theta) + + N_o = N + N_D + + return N_o + + +def NonresonantDebyeAttenuation(f__ghz: float, e__hPa: float, p__hPa: float, theta: float): + """ + Calculate the Non-resonant Debye component of frequency-dependent complex refractivity. + + Args: + f__ghz (float): Frequency in GHz + e__hPa (float): Water vapour partial pressure in hectopascals (hPa) + p__hPa (float): Dry air pressure in hectopascals (hPa) + theta (float): From Equation 3 + + Returns: + float: Non-resonant Debye component + """ + # width parameter for the Debye spectrum, Equation 9 + d = 5.6e-4 * (p__hPa + e__hPa) * math.pow(theta, 0.8) + + # Equation 8 + frac_1 = 6.14e-5 / (d * (1 + math.pow(f__ghz / d, 2))) + frac_2 = (1.4e-12 * p__hPa * math.pow(theta, 1.5)) / (1 + 1.9e-5 * math.pow(f__ghz, 1.5)) + N_D = f__ghz * p__hPa * math.pow(theta, 2) * (frac_1 + frac_2) + + return N_D + + +WaterVapourData = { + "f_0": [ + 22.235080, + 67.803960, + 119.995940, + 183.310087, + 321.225630, + 325.152888, + 336.227764, + 380.197353, + 390.134508, + 437.346667, + 439.150807, + 443.018343, + 448.001085, + 470.888999, + 474.689092, + 488.490108, + 503.568532, + 504.482692, + 547.676440, + 552.020960, + 556.935985, + 620.700807, + 645.766085, + 658.005280, + 752.033113, + 841.051732, + 859.965698, + 899.303175, + 902.611085, + 906.205957, + 916.171582, + 923.112692, + 970.315022, + 987.926764, + 1780.000000, + ], + "b_1": [ + 0.1079, + 0.0011, + 0.0007, + 2.273, + 0.0470, + 1.514, + 0.0010, + 11.67, + 0.0045, + 0.0632, + 0.9098, + 0.1920, + 10.41, + 0.3254, + 1.260, + 0.2529, + 0.0372, + 0.0124, + 0.9785, + 0.1840, + 497.0, + 5.015, + 0.0067, + 0.2732, + 243.4, + 0.0134, + 0.1325, + 0.0547, + 0.0386, + 0.1836, + 8.400, + 0.0079, + 9.009, + 134.6, + 17506.0, + ], + "b_2": [ + 2.144, + 8.732, + 8.353, + 0.668, + 6.179, + 1.541, + 9.825, + 1.048, + 7.347, + 5.048, + 3.595, + 5.048, + 1.405, + 3.597, + 2.379, + 2.852, + 6.731, + 6.731, + 0.158, + 0.158, + 0.159, + 2.391, + 8.633, + 7.816, + 0.396, + 8.177, + 8.055, + 7.914, + 8.429, + 5.110, + 1.441, + 10.293, + 1.919, + 0.257, + 0.952, + ], + "b_3": [ + 26.38, + 28.58, + 29.48, + 29.06, + 24.04, + 28.23, + 26.93, + 28.11, + 21.52, + 18.45, + 20.07, + 15.55, + 25.64, + 21.34, + 23.20, + 25.86, + 16.12, + 16.12, + 26.00, + 26.00, + 30.86, + 24.38, + 18.00, + 32.10, + 30.86, + 15.90, + 30.60, + 29.85, + 28.65, + 24.08, + 26.73, + 29.00, + 25.50, + 29.85, + 196.3, + ], + "b_4": [ + 0.76, + 0.69, + 0.70, + 0.77, + 0.67, + 0.64, + 0.69, + 0.54, + 0.63, + 0.60, + 0.63, + 0.60, + 0.66, + 0.66, + 0.65, + 0.69, + 0.61, + 0.61, + 0.70, + 0.70, + 0.69, + 0.71, + 0.60, + 0.69, + 0.68, + 0.33, + 0.68, + 0.68, + 0.70, + 0.70, + 0.70, + 0.70, + 0.64, + 0.68, + 2.00, + ], + "b_5": [ + 5.087, + 4.930, + 4.780, + 5.022, + 4.398, + 4.893, + 4.740, + 5.063, + 4.810, + 4.230, + 4.483, + 5.083, + 5.028, + 4.506, + 4.804, + 5.201, + 3.980, + 4.010, + 4.500, + 4.500, + 4.552, + 4.856, + 4.000, + 4.140, + 4.352, + 5.760, + 4.090, + 4.530, + 5.100, + 4.700, + 5.150, + 5.000, + 4.940, + 4.550, + 24.15, + ], + "b_6": [ + 1.00, + 0.82, + 0.79, + 0.85, + 0.54, + 0.74, + 0.61, + 0.89, + 0.55, + 0.48, + 0.52, + 0.50, + 0.67, + 0.65, + 0.64, + 0.72, + 0.43, + 0.45, + 1.00, + 1.00, + 1.00, + 0.68, + 0.50, + 1.00, + 0.84, + 0.45, + 0.84, + 0.90, + 0.95, + 0.53, + 0.78, + 0.80, + 0.67, + 0.90, + 5.00, + ], +} + + +def LineShapeFactor(f__ghz, f_i__ghz, delta_f__ghz, delta): + term1 = f__ghz / f_i__ghz + term2 = (delta_f__ghz - delta * (f_i__ghz - f__ghz)) / ((f_i__ghz - f__ghz) ** 2 + delta_f__ghz**2) + term3 = (delta_f__ghz - delta * (f_i__ghz + f__ghz)) / ((f_i__ghz + f__ghz) ** 2 + delta_f__ghz**2) + + F_i = term1 * (term2 + term3) + + return F_i + + +def WaterVapourRefractivity(f__ghz: float, T__kelvin: float, e__hPa: float, P__hPa: float): + """ + Calculate the imaginary part of the frequency-dependent complex refractivity due to water vapour. + + Args: + f__ghz (float): Frequency in GHz + T__kelvin (float): Temperature in Kelvin + e__hPa (float): Water vapour partial pressure in hectopascals (hPa) + P__hPa (float): Dry air pressure in hectopascals (hPa) + + Returns: + float: Refractivity in N-Units + """ + theta = 300 / T__kelvin + + N_w = 0 + + for i in range(len(WaterVapourData["f_0"])): + # Equation 3, for water vapour + S_i = 0.1 * WaterVapourData["b_1"][i] * e__hPa * theta**3.5 * math.exp(WaterVapourData["b_2"][i] * (1 - theta)) + + # compute the width of the line, Equation 6a, for water vapour + delta_f__ghz = ( + 1e-4 + * WaterVapourData["b_3"][i] + * ( + P__hPa * theta ** WaterVapourData["b_4"][i] + + WaterVapourData["b_5"][i] * e__hPa * theta ** WaterVapourData["b_6"][i] + ) + ) + + # modify the line width to account for Doppler broadening of water vapour lines + # Equation 6b, for water vapour + term1 = 0.217 * delta_f__ghz**2 + (2.1316e-12 * WaterVapourData["f_0"][i] ** 2 / theta) + delta_f__ghz = 0.535 * delta_f__ghz + math.sqrt(term1) + + # Equation 7, for water vapour + delta = 0 + + F_i = LineShapeFactor(f__ghz, WaterVapourData["f_0"][i], delta_f__ghz, delta) + + # summation of terms...from Equation 2b, for water vapour + N_w += S_i * F_i + + return N_w + + +def OxygenSpecificAttenuation(f__ghz: float, T__kelvin: float, e__hPa: float, p__hPa: float): + """ + Calculate the specific attenuation due to oxygen. + + Args: + f__ghz (float): Frequency in GHz + T__kelvin (float): Temperature in Kelvin + e__hPa (float): Water vapor partial pressure in hectopascals (hPa) + p__hPa (float): Dry air pressure in hectopascals (hPa) + + Returns: + float: Specific attenuation due to oxygen in dB/km + """ + # partial Eqn 1 + N_o = OxygenRefractivity(f__ghz, T__kelvin, e__hPa, p__hPa) + + gamma_o = 0.1820 * f__ghz * N_o + + return gamma_o + + +def WaterVapourSpecificAttenuation(f__ghz: float, T__kelvin: float, e__hPa: float, p__hPa: float): + """ + Calculate the specific attenuation due to water vapour. + + Args: + f__ghz (float): Frequency in GHz + T__kelvin (float): Temperature in Kelvin + e__hPa (float): Water vapor partial pressure in hectopascals (hPa) + p__hPa (float): Dry air pressure in hectopascals (hPa) + + Returns: + float: Specific attenuation due to water vapour in dB/km + """ + # partial Eqn 1 + N_w = WaterVapourRefractivity(f__ghz, T__kelvin, e__hPa, p__hPa) + gamma_w = 0.1820 * f__ghz * N_w + + return gamma_w + + +def GetLayerProperties(f__ghz: float, h_i__km: float): + # use function pointers to get atmospheric parameters + + # T__kelvin = config.temperature(h_i__km) + # p__hPa = config.dry_pressure(h_i__km) + # e__hPa = config.wet_pressure(h_i__km) + """na original é assim, mas o certo em python seria:""" + T__kelvin = GlobalTemperature(h_i__km) + p__hPa = GlobalPressure(h_i__km) + e__hPa = GlobalWetPressure(h_i__km) + + # compute the refractive index for the current layer + n = RefractiveIndex(p__hPa, T__kelvin, e__hPa) + + # specific attenuation of layer + gamma = SpecificAttenuation(f__ghz, T__kelvin, e__hPa, p__hPa) + + return n, gamma + + +# Conversion + + +def ConvertToGeopotentialHeight(h__km: float): + """ + Converts from geometric height, in km, to geopotential height, in km'. + See Equation (1a). + + Args: + h__km (float): Geometric height, in km + + Returns: + float: Geopotential height, in km' + """ + return (6356.766 * h__km) / (6356.766 + h__km) + + +def ConvertToGeometricHeight(h_prime__km: float): + """ + Converts from geopotential height, in km', to geometric height, in km. + See Equation (1b). + + Args: + h_prime__km (float): Geopotential height, in km' + + Returns: + float: Geometric height, in km + """ + return (6356.766 * h_prime__km) / (6356.766 - h_prime__km) + + +def WaterVapourDensityToPressure(rho: float, T__kelvin: float): + """ + Converts water vapour density, in g/m^3, to water vapour pressure, in hPa. + See Equation (8). + + Args: + rho (float): Water vapour density, rho(h), in g/m^3 + T__kelvin (float): Temperature, T(h), in Kelvin + + Returns: + float: Water vapour pressure, e(h), in hPa + """ + return (rho * T__kelvin) / 216.7 + + +def DistanceFunction(x__km: float): + """ + Calculate the distance function G(x). + + Args: + x__km (float): Distance in km + + Returns: + float: Distance function value in dB + """ + # [Vogler 1964, Equ 13] + G_x__db = 0.05751 * x__km - 10.0 * math.log10(x__km) + return G_x__db + + +def HeightFunction(x__km: float, K: float): + """ + Calculate the height function F(x). + + Args: + x__km (float): Distance in km + K (float): Coefficient K + + Returns: + float: Height function value in dB + """ + # [FAA-ES-83-3, Equ 73] + y__db = 40.0 * math.log10(x__km) - 117.0 + + # [Vogler 1964, Equ 13] + G_x__db = DistanceFunction(x__km) + + if x__km <= 200.0: + x_t__km = 450 / -math.pow(math.log10(K), 3) # [Eqn 109] + + # [Eqn 110] + if x__km >= x_t__km: + if abs(y__db) < 117: + F_x__db = y__db + else: + F_x__db = -117 + else: + F_x__db = 20 * math.log10(K) - 15 + (0.000025 * math.pow(x__km, 2) / K) + elif x__km > 2000.0: + # [Vogler 1964] F_x ~= G_x for large x (see Figure 7) + F_x__db = G_x__db + else: # Blend y__db with G_x__db for 200 < x__km < 2000 + # [FAA-ES-83-3, Equ 72] weighting variable + W = 0.0134 * x__km * math.exp(-0.005 * x__km) + + # [FAA-ES-83-3, Equ 75] + F_x__db = W * y__db + (1.0 - W) * G_x__db + + return F_x__db + + +def SmoothEarthDiffraction(d_1__km: float, d_2__km: float, f__mhz: float, d_0__km: float, T_pol: int): + """ + Calculate the smooth earth diffraction loss. + + Args: + d_1__km (float): Horizon distance of terminal 1, in km + d_2__km (float): Horizon distance of terminal 2, in km + f__mhz (float): Frequency, in MHz + d_0__km (float): Path length of interest, in km + T_pol (int): Polarization code (0 for horizontal, 1 for vertical) + + Returns: + float: Diffraction loss in dB + """ + THIRD = 1 / 3 + s = 18000 * sigma / f__mhz + + if T_pol == POLARIZATION__HORIZONTAL: + K = 0.01778 * math.pow(f__mhz, -THIRD) * math.pow(math.pow(epsilon_r - 1, 2) + math.pow(s, 2), -0.25) + else: + K = ( + 0.01778 + * math.pow(f__mhz, -THIRD) + * math.pow( + (math.pow(epsilon_r, 2) + math.pow(s, 2)) / math.pow(math.pow(epsilon_r - 1, 2) + math.pow(s, 2), 0.5), + 0.5, + ) + ) + + B_0 = 1.607 + + # [Vogler 1964, Equ 2] with C_0 = 1 due to "4/3" Earth assumption + x_0__km = (B_0 - K) * math.pow(f__mhz, THIRD) * d_0__km + x_1__km = (B_0 - K) * math.pow(f__mhz, THIRD) * d_1__km + x_2__km = (B_0 - K) * math.pow(f__mhz, THIRD) * d_2__km + + # Compute the distance function for the path + G_x__db = DistanceFunction(x_0__km) + + # Compute the height functions for the two terminals + F_x1__db = HeightFunction(x_1__km, K) + F_x2__db = HeightFunction(x_2__km, K) + + # [Vogler 1964, Equ 1] with C_1(K, b^0) = 20, which is the approximate value for all K (see Figure 5) + return G_x__db - F_x1__db - F_x2__db - 20.0 + + +def FindPsiAtDistance(d__km: float, path: Path, terminal_1: Terminal, terminal_2: Terminal): + if d__km == 0: + return math.pi / 2 + + # initialize to start at mid-point + psi = math.pi / 2 + delta_psi = -math.pi / 4 + + while True: + psi += delta_psi # new psi + + params_temp = _GLOBAL_LOS_PARAMS + params_temp.clear() + RayOptics(terminal_1, terminal_2, psi, params_temp) + + d_psi__km = params_temp.d__km + + # compute delta + if d_psi__km > d__km: + delta_psi = abs(delta_psi) / 2 + else: + delta_psi = -abs(delta_psi) / 2 + + if abs(d__km - d_psi__km) <= 1e-3 or abs(delta_psi) <= 1e-12: + break + + return psi + + +def FindPsiAtDeltaR( + delta_r__km: float, + path: Path, + terminal_1: Terminal, + terminal_2: Terminal, + terminate: float, +): + psi = math.pi / 2 + delta_psi = -math.pi / 4 + + while True: + psi += delta_psi + + params_temp = _GLOBAL_LOS_PARAMS + params_temp.clear() + RayOptics(terminal_1, terminal_2, psi, params_temp) + + if params_temp.delta_r__km > delta_r__km: + delta_psi = -abs(delta_psi) / 2 + else: + delta_psi = abs(delta_psi) / 2 + + if abs(params_temp.delta_r__km - delta_r__km) <= terminate: + break + + return psi + + +def FindDistanceAtDeltaR( + delta_r__km: float, + path: Path, + terminal_1: Terminal, + terminal_2: Terminal, + terminate: float, +): + psi = math.pi / 2 + delta_psi = -math.pi / 4 + + while True: + psi += delta_psi + + params_temp = _GLOBAL_LOS_PARAMS + params_temp.clear() + RayOptics(terminal_1, terminal_2, psi, params_temp) + + if params_temp.delta_r__km > delta_r__km: + delta_psi = -abs(delta_psi) / 2 + else: + delta_psi = abs(delta_psi) / 2 + + if abs(params_temp.delta_r__km - delta_r__km) <= terminate: + break + + return params_temp.d__km + + +def LineOfSight( + path: Path, + terminal_1: Terminal, + terminal_2: Terminal, + los_params: LineOfSightParams, + f__mhz: float, + A_dML__db: float, + p: float, + d__km: float, + T_pol: int, + result: Result, + K_LOS: float, +): + + # 0.2997925 = speed of light, gigameters per sec + lambda__km = 0.2997925 / f__mhz # [Eqn 6-1] + terminate = lambda__km / 1e6 + + # determine psi_limit, where you switch from free space to 2-ray model + # lambda / 2 is the start of the lobe closest to d_ML + psi_limit = FindPsiAtDeltaR(lambda__km / 2, path, terminal_1, terminal_2, terminate) + + # "[d_y6__km] is the largest distance at which a free-space value is obtained in a two-ray model + # of reflection from a smooth earth with a reflection coefficient of -1" [ES-83-3, page 44] + d_y6__km = FindDistanceAtDeltaR(lambda__km / 6, path, terminal_1, terminal_2, terminate) + + # Determine d_0__km distance + if terminal_1.d_r__km >= path.d_d__km or path.d_d__km >= path.d_ML__km: + if terminal_1.d_r__km > d_y6__km or d_y6__km > path.d_ML__km: + path.d_0__km = terminal_1.d_r__km + else: + path.d_0__km = d_y6__km + elif path.d_d__km < d_y6__km and d_y6__km < path.d_ML__km: + path.d_0__km = d_y6__km + else: + path.d_0__km = path.d_d__km + + # Tune d_0__km distance + d_temp__km = path.d_0__km + + los_result = _GLOBAL_LOS_PARAMS + los_result.clear() + + while True: + psi = FindPsiAtDistance(d_temp__km, path, terminal_1, terminal_2) + + los_result = RayOptics(terminal_1, terminal_2, psi, los_result) + + if los_result.d__km >= path.d_0__km or (d_temp__km + 0.001) >= path.d_ML__km: + path.d_0__km = los_result.d__km + break + + d_temp__km += 0.001 + + # Compute loss at d_0__km + psi_d0 = FindPsiAtDistance(path.d_0__km, path, terminal_1, terminal_2) + RayOptics(terminal_1, terminal_2, psi_d0, los_params) + R_Tg = GetPathLoss(psi_d0, path, f__mhz, psi_limit, A_dML__db, 0, T_pol, los_params) + + # tune psi for the desired distance + psi = FindPsiAtDistance(d__km, path, terminal_1, terminal_2) + RayOptics(terminal_1, terminal_2, psi, los_params) + R_Tg = GetPathLoss( + psi, + path, + f__mhz, + psi_limit, + A_dML__db, + los_params.A_LOS__db, + T_pol, + los_params, + ) + + # Compute atmospheric absorption + result_slant = SlantPathAttenuation( + f__mhz / 1000, + terminal_1.h_r__km, + terminal_2.h_r__km, + math.pi / 2 - los_params.theta_h1__rad, + ) + result.A_a__db = result_slant.A_gas__db + + # Compute free-space loss + result.A_fs__db = 20.0 * math.log10(los_params.r_0__km) + 20.0 * math.log10(f__mhz) + 32.45 # [Eqn 6-4] + + # Compute variability + f_theta_h = ( + 1.0 + if los_params.theta_h1__rad <= 0.0 + else ( + 0.0 + if los_params.theta_h1__rad >= 1.0 + else max( + 0.5 - (1 / math.pi) * (math.atan(20.0 * math.log10(32.0 * los_params.theta_h1__rad))), + 0, + ) + ) + ) + + Y_e__db, A_Y = LongTermVariability( + terminal_1.d_r__km, + terminal_2.d_r__km, + d__km, + f__mhz, + p, + f_theta_h, + los_params.A_LOS__db, + ) + Y_e_50__db, _ = LongTermVariability( + terminal_1.d_r__km, + terminal_2.d_r__km, + d__km, + f__mhz, + 50, + f_theta_h, + los_params.A_LOS__db, + ) + + F_AY = 1.0 if A_Y <= 0.0 else (0.1 if A_Y >= 9.0 else (1.1 + (0.9 * math.cos((A_Y / 9.0) * math.pi))) / 2.0) + + F_delta_r = ( + 1.0 + if los_params.delta_r__km >= (lambda__km / 2.0) + else ( + 0.1 + if los_params.delta_r__km <= lambda__km / 6.0 + else 0.5 * (1.1 - (0.9 * math.cos(((3.0 * math.pi) / lambda__km) * (los_params.delta_r__km - (lambda__km / 6.0))))) + ) + ) + + R_s = R_Tg * F_delta_r * F_AY # [Eqn 13-4] + + Y_pi_99__db = 10.0 * math.log10(f__mhz * pow(result_slant.a__km, 3)) - 84.26 # [Eqn 13-5] + K_t = FindKForYpiAt99Percent(Y_pi_99__db) + + W_a = pow(10.0, K_t / 10.0) # [Eqn 13-6] + W_R = pow(R_s, 2) + pow(0.01, 2) # [Eqn 13-7] + W = W_R + W_a # [Eqn 13-8] + + K_LOS = -40.0 if W <= 0.0 else max(10.0 * math.log10(W), -40.0) + + Y_pi_50__db = 0.0 # zero mean + Y_pi__db = NakagamiRice(K_LOS, p) + + Y_total__db = -CombineDistributions(Y_e_50__db, Y_e__db, Y_pi_50__db, Y_pi__db, p) + + result.d__km = los_params.d__km + result.A__db = result.A_fs__db + result.A_a__db - los_params.A_LOS__db + Y_total__db + result.theta_h1__rad = los_params.theta_h1__rad + + return K_LOS + + +def RayOptics( + terminal_1: Terminal, + terminal_2: Terminal, + psi: float, + params: LineOfSightParams, +): + + z = (a_0__km / a_e__km) - 1 # [Eqn 7-1] + k_a = 1 / (1 + z * math.cos(psi)) # [Eqn 7-2] + params.a_a__km = a_0__km * k_a # [Eqn 7-3] + + delta_h_a1__km = terminal_1.delta_h__km * (params.a_a__km - a_0__km) / (a_e__km - a_0__km) # [Eqn 7-4] + delta_h_a2__km = terminal_2.delta_h__km * (params.a_a__km - a_0__km) / (a_e__km - a_0__km) # [Eqn 7-4] + + H__km = [0, 0] + H__km[0] = terminal_1.h_r__km - delta_h_a1__km # [Eqn 7-5] + H__km[1] = terminal_2.h_r__km - delta_h_a2__km # [Eqn 7-5] + + Hprime__km = [0, 0] + for i in range(2): + params.z__km[i] = params.a_a__km + H__km[i] # [Eqn 7-6] + params.theta[i] = math.acos(params.a_a__km * math.cos(psi) / params.z__km[i]) - psi # [Eqn 7-7] + params.D__km[i] = params.z__km[i] * math.sin(params.theta[i]) # [Eqn 7-8] + + # [Eqn 7-9] + if psi > 1.56: + Hprime__km[i] = H__km[i] + else: + Hprime__km[i] = params.D__km[i] * math.tan(psi) + + delta_z = abs(params.z__km[0] - params.z__km[1]) # [Eqn 7-10] + + params.d__km = max(params.a_a__km * (params.theta[0] + params.theta[1]), 0) # [Eqn 7-11] + + if (params.D__km[0] + params.D__km[1]) != 0: + alpha = math.atan((Hprime__km[1] - Hprime__km[0]) / (params.D__km[0] + params.D__km[1])) # [Eqn 7-12] + else: + alpha = math.atan(math.inf) # [Eqn 7-12] + + params.r_0__km = max(delta_z, (params.D__km[0] + params.D__km[1]) / math.cos(alpha)) # [Eqn 7-13] + params.r_12__km = (params.D__km[0] + params.D__km[1]) / math.cos(psi) # [Eqn 7-14] + + params.delta_r__km = 4.0 * Hprime__km[0] * Hprime__km[1] / (params.r_0__km + params.r_12__km) # [Eqn 7-15] + + params.theta_h1__rad = alpha - params.theta[0] # [Eqn 7-16] + params.theta_h2__rad = -(alpha + params.theta[1]) # [Eqn 7-17] + + return params + + +def GetPathLoss( + psi__rad: float, + path: Path, + f__mhz: float, + psi_limit: float, + A_dML__db: float, + A_d_0__db: float, + T_pol: int, + params: LineOfSightParams, +): + R_g, phi_g = ReflectionCoefficients(psi__rad, f__mhz, T_pol) + + if math.tan(psi__rad) >= 0.1: + D_v = 1.0 + else: + r_1 = params.D__km[0] / math.cos(psi__rad) # [Eqn 8-3] + r_2 = params.D__km[1] / math.cos(psi__rad) # [Eqn 8-3] + R_r = (r_1 * r_2) / params.r_12__km # [Eqn 8-4] + + term_1 = (2 * R_r * (1 + math.sin(psi__rad) ** 2)) / (params.a_a__km * math.sin(psi__rad)) + term_2 = (2 * R_r / params.a_a__km) ** 2 + D_v = (1.0 + term_1 + term_2) ** (-0.5) # [Eqn 8-5] + + # Ray-length factor, [Eqn 8-6] + if params.r_12__km != 0: + F_r = min(params.r_0__km / params.r_12__km, 1) + else: + F_r = min(math.inf, 1) + + R_Tg = R_g * D_v * F_r # [Eqn 8-7] + + if params.d__km > path.d_0__km: + # [Eqn 8-1] + params.A_LOS__db = ( + (params.d__km - path.d_0__km) * (A_dML__db - A_d_0__db) / (path.d_ML__km - path.d_0__km) + ) + A_d_0__db + else: + lambda__km = 0.2997925 / f__mhz # [Eqn 8-2] + + if psi__rad > psi_limit: + # ignore the phase lag; Step 8-2 + params.A_LOS__db = 0 + else: + # Total phase lag of the ground reflected ray relative to the direct ray + + # [Eqn 8-8] + phi_Tg = (2 * math.pi * params.delta_r__km / lambda__km) + phi_g + + # [Eqn 8-9] + cplx = complex(R_Tg * math.cos(phi_Tg), -R_Tg * math.sin(phi_Tg)) + + # [Eqn 8-10] + W_RL = min(abs(1.0 + cplx), 1.0) + + # [Eqn 8-11] + W_R0 = W_RL**2 + + # [Eqn 8-12] + params.A_LOS__db = 10.0 * math.log10(W_R0) + + return R_Tg + + +def ReflectionCoefficients(psi__rad: float, f__mhz: float, T_pol: int): + if psi__rad <= 0.0: + psi__rad = 0.0 + sin_psi = 0.0 + cos_psi = 1.0 + elif psi__rad >= math.pi / 2: + psi__rad = math.pi / 2 + sin_psi = 1.0 + cos_psi = 0.0 + else: + sin_psi = math.sin(psi__rad) + cos_psi = math.cos(psi__rad) + + X = (18000.0 * sigma) / f__mhz # [Eqn 9-1] + Y = epsilon_r - cos_psi**2 # [Eqn 9-2] + T = math.sqrt(Y**2 + X**2) + Y # [Eqn 9-3] + P = math.sqrt(T * 0.5) # [Eqn 9-4] + Q = X / (2.0 * P) # [Eqn 9-5] + + # [Eqn 9-6] + if T_pol == POLARIZATION__HORIZONTAL: + B = 1.0 / (P**2 + Q**2) + else: + B = (epsilon_r**2 + X**2) / (P**2 + Q**2) + + # [Eqn 9-7] + if T_pol == POLARIZATION__HORIZONTAL: + A = (2.0 * P) / (P**2 + Q**2) + else: + A = (2.0 * (P * epsilon_r + Q * X)) / (P**2 + Q**2) + + # [Eqn 9-8] + R_g = math.sqrt((1.0 + (B * sin_psi**2) - (A * sin_psi)) / (1.0 + (B * sin_psi**2) + (A * sin_psi))) + + # [Eqn 9-9] + if T_pol == POLARIZATION__HORIZONTAL: + alpha = math.atan2(-Q, sin_psi - P) + else: + alpha = math.atan2((epsilon_r * sin_psi) - Q, epsilon_r * sin_psi - P) + + # [Eqn 9-10] + if T_pol == POLARIZATION__HORIZONTAL: + beta = math.atan2(Q, sin_psi + P) + else: + beta = math.atan2((X * sin_psi) + Q, epsilon_r * sin_psi + P) + + # [Eqn 9-11] + phi_g = alpha - beta + + return R_g, phi_g + + +def linear_interpolation(x, x1, y1, x2, y2): + return y1 + (x - x1) * (y2 - y1) / (x2 - x1) + + +def LongTermVariability( + d_r1__km: float, + d_r2__km: float, + d__km: float, + f__mhz: float, + p: float, + f_theta_h: float, + A_T: float, +): + """ + Compute the long term variability as described in Annex 2, Section 14 of + Recommendation ITU-R P.528-5, "Propagation curves for aeronautical mobile + and radionavigation services using the VHF, UHF and SHF bands" + + Args: + d_r1__km (float): Actual height of low terminal, in km + d_r2__km (float): Actual height of high terminal, in km + d__km (float): Path distance, in km + f__mhz (float): Frequency, in MHz + p (float): Time percentage + f_theta_h (float): Angular distance factor + A_T (float): Total loss + + Returns: + tuple[float, float]: (Y_e__db, A_Y) + Y_e__db: Variability, in dB + A_Y: Conditional adjustment factor, in dB + """ + THIRD = 1 / 3 + d_qs__km = 65.0 * pow((100.0 / f__mhz), THIRD) # [Eqn 14-1] + d_Lq__km = d_r1__km + d_r2__km # [Eqn 14-2] + d_q__km = d_Lq__km + d_qs__km # [Eqn 14-3] + + # [Eqn 14-4] + if d__km <= d_q__km: + d_e__km = (130.0 * d__km) / d_q__km + else: + d_e__km = 130.0 + d__km - d_q__km + + # [Eqns 14-5 and 14-6] + if f__mhz > 1600.0: + g_10 = g_90 = 1.05 + else: + g_10 = (0.21 * math.sin(5.22 * math.log10(f__mhz / 200.0))) + 1.28 + g_90 = (0.18 * math.sin(5.22 * math.log10(f__mhz / 200.0))) + 1.23 + + # Data Source for Below Consts: Tech Note 101, Vol 2 + # Column 1: Table III.4, Row A* (Page III-50) + # Column 2: Table III.3, Row A* (Page III-49) + # Column 3: Table III.5, Row Continental Temperate (Page III-51) + + c_1 = [2.93e-4, 5.25e-4, 1.59e-5] + c_2 = [3.78e-8, 1.57e-6, 1.56e-11] + c_3 = [1.02e-7, 4.70e-7, 2.77e-8] + + n_1 = [2.00, 1.97, 2.32] + n_2 = [2.88, 2.31, 4.08] + n_3 = [3.15, 2.90, 3.25] + + f_inf = [3.2, 5.4, 0.0] + f_m = [8.2, 10.0, 3.9] + + Z__db = [0, 0, 0] # = [Y_0(90) Y_0(10) V(50)] + for i in range(3): + f_2 = f_inf[i] + ((f_m[i] - f_inf[i]) * math.exp(-c_2[i] * pow(d_e__km, n_2[i]))) + Z__db[i] = (c_1[i] * pow(d_e__km, n_1[i]) - f_2) * math.exp(-c_3[i] * pow(d_e__km, n_3[i])) + f_2 + + if p == 50: + Y_p__db = Z__db[2] + elif p > 50: + z_90 = InverseComplementaryCumulativeDistributionFunction(90.0 / 100.0) + z_p = InverseComplementaryCumulativeDistributionFunction(p / 100.0) + c_p = z_p / z_90 + + Y = c_p * (-Z__db[0] * g_90) + Y_p__db = Y + Z__db[2] + else: + if p >= 10: + z_10 = InverseComplementaryCumulativeDistributionFunction(10.0 / 100.0) + z_p = InverseComplementaryCumulativeDistributionFunction(p / 100.0) + c_p = z_p / z_10 + else: + # Source for values p < 10: [15], Table 10, Page 34, Climate 6 + ps = [1, 2, 5, 10] + c_ps = [1.9507, 1.7166, 1.3265, 1.0000] + + # Simplified interpolation + for i in range(len(ps) - 1): + if ps[i] <= p < ps[i + 1]: + c_p = c_ps[i] + (c_ps[i + 1] - c_ps[i]) * (p - ps[i]) / (ps[i + 1] - ps[i]) + break + else: + c_p = c_ps[-1] + + Y = c_p * (Z__db[1] * g_10) + Y_p__db = Y + Z__db[2] + + Y_10__db = (Z__db[1] * g_10) + Z__db[2] # [Eqn 14-20] + Y_eI__db = f_theta_h * Y_p__db # [Eqn 14-21] + Y_eI_10__db = f_theta_h * Y_10__db # [Eqn 14-22] + + # A_Y "is used to prevent available signal powers from exceeding levels expected for free-space propagation by an unrealistic + # amount when the variability about L_b(50) is large and L_b(50) is near its free-space level" [ES-83-3, p3-4] + + A_YI = (A_T + Y_eI_10__db) - 3.0 # [Eqn 14-23] + A_Y = max(A_YI, 0) # [Eqn 14-24] + Y_e__db = Y_eI__db - A_Y # [Eqn 14-25] + + # For percentages less than 10%, do a correction check to, + # "prevent available signal powers from exceeding levels expected from free-space levels + # by unrealistic amounts" [Gierhart 1970] + if p < 10: + c_Y = [-5.0, -4.5, -3.7, 0.0] + P = [1, 2, 5, 10] # Assuming this is data::P + + # Simplified interpolation + for i in range(len(P) - 1): + if P[i] <= p < P[i + 1]: + c_Yi = c_Y[i] + (c_Y[i + 1] - c_Y[i]) * (p - P[i]) / (P[i + 1] - P[i]) + break + else: + c_Yi = c_Y[-1] + + Y_e__db += A_T + + if Y_e__db > -c_Yi: + Y_e__db = -c_Yi + + Y_e__db -= A_T + + return Y_e__db, A_Y + + +def FindKForYpiAt99Percent(Y_pi_99__db: float): + """ + Find K value for Y_pi at 99 percent. + + Args: + Y_pi_99__db (float): Y_pi value at 99 percent + + Returns: + float: Corresponding K value + """ + # Is Y_pi_99__db smaller than the smallest value in the distribution data + if Y_pi_99__db < NakagamiRiceCurves[0][Y_pi_99_INDEX]: + return K[0] + + # Search the distribution data and interpolate to find K (dependent variable) + for i in range(1, len(K)): + if Y_pi_99__db - NakagamiRiceCurves[i][Y_pi_99_INDEX] < 0: + return ( + K[i] * (Y_pi_99__db - NakagamiRiceCurves[i - 1][Y_pi_99_INDEX]) + - K[i - 1] * (Y_pi_99__db - NakagamiRiceCurves[i][Y_pi_99_INDEX]) + ) / (NakagamiRiceCurves[i][Y_pi_99_INDEX] - NakagamiRiceCurves[i - 1][Y_pi_99_INDEX]) + + # No match. Y_pi_99__db is greater than the data contains. Return largest K + return K[-1] + + +# Data curves corresponding Nakagami-Rice distributions +NakagamiRiceCurves = [ + # K = -40 distribution + [ + -0.1417, + -0.1252, + -0.1004, + -0.0784, + -0.0634, + -0.0515, + -0.0321, + -0.0155, + 0.0000, + 0.0156, + 0.0323, + 0.0518, + 0.0639, + 0.0791, + 0.1016, + 0.1271, + 0.1441, + ], + [ + -0.7676, + -0.6811, + -0.5497, + -0.4312, + -0.3504, + -0.2856, + -0.1790, + -0.0870, + 0.0000, + 0.0878, + 0.1828, + 0.2953, + 0.3651, + 0.4537, + 0.5868, + 0.7390, + 0.8420, + ], + [ + -1.3183, + -1.1738, + -0.9524, + -0.7508, + -0.6121, + -0.5003, + -0.3151, + -0.1537, + 0.0000, + 0.1564, + 0.3269, + 0.5308, + 0.6585, + 0.8218, + 1.0696, + 1.3572, + 1.5544, + ], + [ + -1.6263, + -1.4507, + -1.1805, + -0.9332, + -0.7623, + -0.6240, + -0.3940, + -0.1926, + 0.0000, + 0.1969, + 0.4127, + 0.6722, + 0.8355, + 1.0453, + 1.3660, + 1.7417, + 2.0014, + ], + [ + -1.9963, + -1.7847, + -1.4573, + -1.1557, + -0.9462, + -0.7760, + -0.4916, + -0.2410, + 0.0000, + 0.2478, + 0.5209, + 0.8519, + 1.0615, + 1.3326, + 1.7506, + 2.2463, + 2.5931, + ], + [ + -2.4355, + -2.1829, + -1.7896, + -1.4247, + -1.1695, + -0.9613, + -0.6113, + -0.3007, + 0.0000, + 0.3114, + 0.6573, + 1.0802, + 1.3505, + 1.7028, + 2.2526, + 2.9156, + 3.3872, + ], + [ + -2.9491, + -2.6507, + -2.1831, + -1.7455, + -1.4375, + -1.1846, + -0.7567, + -0.3737, + 0.0000, + 0.3903, + 0.8281, + 1.3698, + 1.7198, + 2.1808, + 2.9119, + 3.8143, + 4.4714, + ], + [ + -3.5384, + -3.1902, + -2.6407, + -2.1218, + -1.7535, + -1.4495, + -0.9307, + -0.4619, + 0.0000, + 0.4874, + 1.0404, + 1.7348, + 2.1898, + 2.7975, + 3.7820, + 5.0373, + 5.9833, + ], + [ + -4.1980, + -3.7974, + -3.1602, + -2.5528, + -2.1180, + -1.7565, + -1.1345, + -0.5662, + 0.0000, + 0.6045, + 1.2999, + 2.1887, + 2.7814, + 3.5868, + 4.9288, + 6.7171, + 8.1319, + ], + [ + -4.9132, + -4.4591, + -3.7313, + -3.0306, + -2.5247, + -2.1011, + -1.3655, + -0.6855, + 0.0000, + 0.7415, + 1.6078, + 2.7374, + 3.5059, + 4.5714, + 6.4060, + 8.9732, + 11.0973, + ], + [ + -5.6559, + -5.1494, + -4.3315, + -3.5366, + -2.9578, + -2.4699, + -1.6150, + -0.8154, + 0.0000, + 0.8935, + 1.9530, + 3.3611, + 4.3363, + 5.7101, + 8.1216, + 11.5185, + 14.2546, + ], + [ + -6.3810, + -5.8252, + -4.9219, + -4.0366, + -3.3871, + -2.8364, + -1.8638, + -0.9455, + 0.0000, + 1.0458, + 2.2979, + 3.9771, + 5.1450, + 6.7874, + 9.6276, + 13.4690, + 16.4251, + ], + [ + -7.0247, + -6.4249, + -5.4449, + -4.4782, + -3.7652, + -3.1580, + -2.0804, + -1.0574, + 0.0000, + 1.1723, + 2.5755, + 4.4471, + 5.7363, + 7.5266, + 10.5553, + 14.5401, + 17.5511, + ], + [ + -7.5229, + -6.8862, + -5.8424, + -4.8090, + -4.0446, + -3.3927, + -2.2344, + -1.1347, + 0.0000, + 1.2535, + 2.7446, + 4.7144, + 6.0581, + 7.9073, + 11.0003, + 15.0270, + 18.0526, + ], + [ + -7.8532, + -7.1880, + -6.0963, + -5.0145, + -4.2145, + -3.5325, + -2.3227, + -1.1774, + 0.0000, + 1.2948, + 2.8268, + 4.8377, + 6.2021, + 8.0724, + 11.1869, + 15.2265, + 18.2566, + ], + [ + -8.0435, + -7.3588, + -6.2354, + -5.1234, + -4.3022, + -3.6032, + -2.3656, + -1.1975, + 0.0000, + 1.3130, + 2.8619, + 4.8888, + 6.2610, + 8.1388, + 11.2607, + 15.3047, + 18.3361, + ], + [ + -8.2238, + -7.5154, + -6.3565, + -5.2137, + -4.3726, + -3.6584, + -2.3979, + -1.2121, + 0.0000, + 1.3255, + 2.8855, + 4.9224, + 6.2992, + 8.1814, + 11.3076, + 15.3541, + 18.3864, + ], +] + +K = [-40, -25, -20, -18, -16, -14, -12, -10, -8, -6, -4, -2, 0, 2, 4, 6, 20] + +# Percentages for interpolation and data tables +P = [1, 2, 5, 10, 15, 20, 30, 40, 50, 60, 70, 80, 85, 90, 95, 98, 99] + +import bisect + + +def NakagamiRice(K_value, p_value): + + d_K = bisect.bisect_left(K, K_value) + d_p = bisect.bisect_left(P, p_value) + + if d_K == 0: # K_value <= smallest K + if d_p == 0: + return NakagamiRiceCurves[0][0] + else: + return linear_interpolation( + p_value, + P[d_p - 1], + NakagamiRiceCurves[0][d_p - 1], + P[d_p], + NakagamiRiceCurves[0][d_p], + ) + elif d_K == len(K): # K_value > largest K + if d_p == 0: + return NakagamiRiceCurves[d_K - 1][0] + else: + return linear_interpolation( + p_value, + P[d_p - 1], + NakagamiRiceCurves[d_K - 1][d_p - 1], + P[d_p], + NakagamiRiceCurves[d_K - 1][d_p], + ) + else: + if d_p == 0: + return linear_interpolation( + K_value, + K[d_K - 1], + NakagamiRiceCurves[d_K - 1][0], + K[d_K], + NakagamiRiceCurves[d_K][0], + ) + else: + v1 = linear_interpolation( + K_value, + K[d_K - 1], + NakagamiRiceCurves[d_K - 1][d_p], + K[d_K], + NakagamiRiceCurves[d_K][d_p], + ) + v2 = linear_interpolation( + K_value, + K[d_K - 1], + NakagamiRiceCurves[d_K - 1][d_p - 1], + K[d_K], + NakagamiRiceCurves[d_K][d_p - 1], + ) + return linear_interpolation(p_value, P[d_p - 1], v2, P[d_p], v1) + + +def CombineDistributions(A_M, A_p, B_M, B_p, p): + C_M = A_M + B_M + + Y_1 = A_p - A_M + Y_2 = B_p - B_M + + Y_3 = math.sqrt(Y_1**2 + Y_2**2) + + if p < 50: + return C_M + Y_3 + else: + return C_M - Y_3 + + +def InverseComplementaryCumulativeDistributionFunction(q): + C_0 = 2.515516 + C_1 = 0.802853 + C_2 = 0.010328 + D_1 = 1.432788 + D_2 = 0.189269 + D_3 = 0.001308 + + x = q + if q > 0.5: + x = 1.0 - x + + T_x = math.sqrt(-2.0 * math.log(x)) + + zeta_x = ((C_2 * T_x + C_1) * T_x + C_0) / (((D_3 * T_x + D_2) * T_x + D_1) * T_x + 1.0) + + Q_q = T_x - zeta_x + + if q > 0.5: + Q_q = -Q_q + + return Q_q + + +# TranshorizonSearch(path, terminal_1, terminal_2, f__mhz, A_dML__db, M_d, A_d0,Const) +def TranshorizonSearch(path, terminal_1, terminal_2, f_mhz, A_dML_db, M_d, A_d0): + """ + Implements Step 6 of Annex 2, Section 3 of Recommendation ITU-R P.528-5. + + Args: + path: Structure containing propagation path parameters. + terminal_1: Structure containing low terminal geometry parameters. + terminal_2: Structure containing high terminal geometry parameters. + f_mhz: Frequency in MHz. + A_dML_db: Diffraction loss at d_ML in dB. + + Returns: + M_d: Slope of the diffraction line. + A_d0: Intercept of the diffraction line. + d_crx_km: Final search distance in km. + CASE: Case as defined in Step 6.5. + """ + + CASE = CONST_MODE__SEARCH + k = 0 + + tropo = _GLOBAL_TROPO_PARAMS # tropo is the global of TroposcatterParams + tropo.clear() + + # Step 6.1. Initialize search parameters + d_search_km = np.array([path.d_ML__km + 3, path.d_ML__km + 2]) + A_s_db = np.zeros(2) + M_s = 0 + + SEARCH_LIMIT = 100 + + for i_search in range(SEARCH_LIMIT): + A_s_db[1] = A_s_db[0] + + # Step 6.2 + troposcatter(path, terminal_1, terminal_2, d_search_km[0], f_mhz, tropo) + A_s_db[0] = tropo.A_s__db + + # if loss is less than 20 dB, the result is not within valid part of model + if tropo.A_s__db < 20.0: + d_search_km[1] = d_search_km[0] + d_search_km[0] += 1 + continue + + k += 1 + if k <= 1: # need two points to draw a line and we don't have them both yet + d_search_km[1] = d_search_km[0] + d_search_km[0] += 1 + continue + + # Step 6.3 + M_s = (A_s_db[0] - A_s_db[1]) / (d_search_km[0] - d_search_km[1]) # [Eqn 3-10] + + if M_s <= M_d: + d_crx_km = d_search_km[0] + + # Step 6.6 + A_d__db = M_d * d_search_km[1] + A_d0 # [Eqn 3-11] + + if A_s_db[1] >= A_d__db: + CASE = 1 # CASE_1 + else: + # Adjust the diffraction line to the troposcatter model + M_d = (A_s_db[1] - A_dML_db) / (d_search_km[1] - path.d_ML__km) # [Eqn 3-12] + A_d0 = A_s_db[1] - (M_d * d_search_km[1]) # [Eqn 3-13] + + CASE = 2 # CASE_2 + + return M_d, A_d0, d_crx_km, CASE + + d_search_km[1] = d_search_km[0] + d_search_km[0] += 1 + + # M_s was always greater than M_d. Default to diffraction-only transhorizon model + CASE = 1 # CONST_MODE__DIFFRACTION + d_crx_km = d_search_km[1] + + return M_d, A_d0, d_crx_km, WARNING__DFRAC_TROPO_REGION + + +def troposcatter(path, terminal_1, terminal_2, d_km, f_mhz, tropo): + + tropo.d_s__km = d_km - terminal_1.d_r__km - terminal_2.d_r__km + + if tropo.d_s__km <= 0.0: + tropo.d_z__km = 0.0 + tropo.A_s__db = 0.0 + tropo.d_s__km = 0.0 + tropo.h_v__km = 0.0 + tropo.theta_s = 0.0 + tropo.theta_A = 0.0 + else: + # Compute the geometric parameters + tropo.d_z__km = 0.5 * tropo.d_s__km + + A_m = 1 / a_0__km + dN = A_m - (1.0 / a_e__km) + gamma_e__km = (N_s * 1e-6) / dN + + z_a__km = 1.0 / (2 * a_e__km) * (tropo.d_z__km / 2) ** 2 + z_b__km = 1.0 / (2 * a_e__km) * tropo.d_z__km**2 + + Q_o = A_m - dN + Q_a = A_m - dN / math.exp(min(35.0, z_a__km / gamma_e__km)) + Q_b = A_m - dN / math.exp(min(35.0, z_b__km / gamma_e__km)) + + Z_a__km = (7.0 * Q_o + 6.0 * Q_a - Q_b) * (tropo.d_z__km**2 / 96.0) + Z_b__km = (Q_o + 2.0 * Q_a) * (tropo.d_z__km**2 / 6.0) + + Q_A = A_m - dN / math.exp(min(35.0, Z_a__km / gamma_e__km)) + Q_B = A_m - dN / math.exp(min(35.0, Z_b__km / gamma_e__km)) + + tropo.h_v__km = (Q_o + 2.0 * Q_A) * (tropo.d_z__km**2 / 6.0) + tropo.theta_A = (Q_o + 4.0 * Q_A + Q_B) * tropo.d_z__km / 6.0 + tropo.theta_s = 2 * tropo.theta_A + + # Compute the scattering efficiency term + epsilon_1 = 5.67e-6 * N_s**2 - 0.00232 * N_s + 0.031 + epsilon_2 = 0.0002 * N_s**2 - 0.06 * N_s + 6.6 + + gamma = 0.1424 * (1.0 + epsilon_1 / math.exp(min(35.0, (tropo.h_v__km / 4.0) ** 6))) + S_e__db = ( + 83.1 + - epsilon_2 / (1.0 + 0.07716 * tropo.h_v__km**2) + + 20 * math.log10((0.1424 / gamma) ** 2 * math.exp(gamma * tropo.h_v__km)) + ) + + # Compute the scattering volume term + X_A1__km2 = (terminal_1.h_e__km**2) + 4.0 * (a_e__km + terminal_1.h_e__km) * a_e__km * math.sin( + terminal_1.d_r__km / (2 * a_e__km) + ) ** 2 + X_A2__km2 = (terminal_2.h_e__km**2) + 4.0 * (a_e__km + terminal_2.h_e__km) * a_e__km * math.sin( + terminal_2.d_r__km / (2 * a_e__km) + ) ** 2 + + ell_1__km = math.sqrt(X_A1__km2) + tropo.d_z__km + ell_2__km = math.sqrt(X_A2__km2) + tropo.d_z__km + ell__km = ell_1__km + ell_2__km + + s = (ell_1__km - ell_2__km) / ell__km + eta = gamma * tropo.theta_s * ell__km / 2 + + kappa = f_mhz / 0.0477 + + rho_1__km = 2.0 * kappa * tropo.theta_s * terminal_1.h_e__km + rho_2__km = 2.0 * kappa * tropo.theta_s * terminal_2.h_e__km + + SQRT2 = math.sqrt(2) + + A = (1 - s**2) ** 2 + + X_v1 = (1 + s) ** 2 * eta + X_v2 = (1 - s) ** 2 * eta + + q_1 = X_v1**2 + rho_1__km**2 + q_2 = X_v2**2 + rho_2__km**2 + + B_s = ( + 6 + + 8 * s**2 + + 8 * (1.0 - s) * X_v1**2 * rho_1__km**2 / q_1**2 + + 8 * (1.0 + s) * X_v2**2 * rho_2__km**2 / q_2**2 + + 2 * (1.0 - s**2) * (1 + 2 * X_v1**2 / q_1) * (1 + 2 * X_v2**2 / q_2) + ) + + C_s = ( + 12 + * ((rho_1__km + SQRT2) / rho_1__km) ** 2 + * ((rho_2__km + SQRT2) / rho_2__km) ** 2 + * (rho_1__km + rho_2__km) + / (rho_1__km + rho_2__km + 2 * SQRT2) + ) + + temp = (A * eta**2 + B_s * eta) * q_1 * q_2 / (rho_1__km**2 * rho_2__km**2) + + S_v__db = 10 * math.log10(temp + C_s) + + tropo.A_s__db = S_e__db + S_v__db + 10.0 * math.log10(kappa * tropo.theta_s**3 / ell__km) + + +def test_propagation_p528(): + """Test the P528 propagation model implementation.""" + random_number_gen = np.random.RandomState(101) + p528 = PropagationP528(random_number_gen) + + # Test parameters + distances_km = np.linspace(1, 1000, 100) + h_1__meter = 40.0 + h_2__meter = 20000.0 + frequency_mhz = 4000.0 * np.ones(distances_km.shape) + + # Test with defaults (random) + print(distances_km) + + results_default = p528.get_loss(distances_km, h_1__meter, h_2__meter, frequency_mhz) + + # Test with specific values + results_specific = p528.get_loss(distances_km, h_1__meter, h_2__meter, frequency_mhz, time_percentage=80, polarization=1) + + # Print the results and distances side by side + for d, loss_default, loss_specific in zip(distances_km, results_default, results_specific): + print(f"Distance: {d:.2f} km, Default Loss: {loss_default:.2f} dB, Specific Loss: {loss_specific:.2f} dB") + + return distances_km, results_default, results_specific + + +if __name__ == "__main__": + distances, losses_default, losses_specific = test_propagation_p528() + + import matplotlib.pyplot as plt + + plt.figure(figsize=(12, 6)) + plt.plot(distances, losses_default, label="Default (Random)") + plt.plot(distances, losses_specific, label="Specific (p=80%, vertical pol.)") + plt.grid(True) + plt.xlabel("Distance (km)") + plt.ylabel("Path Loss (dB)") + plt.title("P528 Path Loss vs Distance - Different Configurations") + plt.legend() + plt.savefig("p528_pathloss_comparison.png") + plt.close() diff --git a/tests/p528/Data Tables/1,200 MHz - Lb(0.01)_P528.csv b/tests/p528/Data Tables/1,200 MHz - Lb(0.01)_P528.csv new file mode 100644 index 000000000..ff0c71dc2 --- /dev/null +++ b/tests/p528/Data Tables/1,200 MHz - Lb(0.01)_P528.csv @@ -0,0 +1,1005 @@ +1200MHz / Lb(0.01) dB +,h2(m),1000,1000,1000,1000,1000,10000,10000,10000,10000,10000,10000,20000,20000,20000,20000,20000,20000,20000 +,h1(m),1.5,15,30,60,1000,1.5,15,30,60,1000,10000,1.5,15,30,60,1000,10000,20000 +D (km),FSL +0,94,88.6,88.5,88.3,88.1,0,108.6,108.6,108.6,108.6,107.7,0,114.6,114.6,114.6,114.6,114.2,108.6,0 +1,97,91.1,91,91,91,90.8,108.6,108.6,108.6,108.6,108.3,93.5,114.6,114.6,114.6,114.6,114.5,111.6,93.7 +2,101,94.6,94.6,94.6,94.6,95.2,108.6,108.6,108.6,108.6,108.4,99.2,114.6,114.6,114.6,114.6,114.5,111.7,99.5 +3,104,97.5,97.5,97.5,97.5,98,108.8,108.7,108.7,108.7,108.5,102.4,114.6,114.6,114.6,114.6,114.5,111.8,102.9 +4,106.3,99.7,99.7,99.7,99.7,100.1,108.9,108.9,108.9,108.9,108.7,104.5,114.6,114.6,114.6,114.6,114.5,112,105.3 +5,108.2,101.5,101.5,101.5,101.5,101.8,109.2,109.2,109.2,109.1,109,106.1,114.7,114.7,114.7,114.6,114.5,112.2,107 +6,109.7,103,103,103,103,103.2,109.4,109.4,109.4,109.4,109.3,107.4,114.7,114.7,114.7,114.7,114.6,112.5,108.4 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b/tests/p528/Data Tables/15,500 MHz - Lb(0.01)_P528.csv new file mode 100644 index 000000000..42b73d763 --- /dev/null +++ b/tests/p528/Data Tables/15,500 MHz - Lb(0.01)_P528.csv @@ -0,0 +1,1005 @@ +15500MHz / Lb(0.01) dB +,h2(m),1000,1000,1000,1000,1000,10000,10000,10000,10000,10000,10000,20000,20000,20000,20000,20000,20000,20000 +,h1(m),1.5,15,30,60,1000,1.5,15,30,60,1000,10000,1.5,15,30,60,1000,10000,20000 +D (km),FSL +0,116.2,110.8,110.7,110.6,110.3,0,130.9,130.9,130.9,130.8,130,0,136.9,136.9,136.9,136.9,136.5,130.8,0 +1,119.2,113.3,113.3,113.3,113.3,113.2,130.9,130.9,130.9,130.9,130.6,115.7,136.9,136.9,136.9,136.9,136.7,133.9,115.9 +2,123.2,116.9,116.9,116.9,116.9,117.6,130.9,130.9,130.9,130.9,130.7,121.4,136.9,136.9,136.9,136.9,136.7,133.9,121.7 +3,126.2,119.8,119.8,119.8,119.8,120.3,131,131,131,131,130.8,124.6,136.9,136.9,136.9,136.9,136.7,134,125.1 +4,128.5,122,122,122,122,122.4,131.2,131.2,131.2,131.2,131,126.8,136.9,136.9,136.9,136.9,136.8,134.2,127.5 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b/tests/p528/Data Tables/30,000 MHz - Lb(0.01)_P528.csv new file mode 100644 index 000000000..00610f8dc --- /dev/null +++ b/tests/p528/Data Tables/30,000 MHz - Lb(0.01)_P528.csv @@ -0,0 +1,1005 @@ +30000MHz / Lb(0.01) dB +,h2(m),1000,1000,1000,1000,1000,10000,10000,10000,10000,10000,10000,20000,20000,20000,20000,20000,20000,20000 +,h1(m),1.5,15,30,60,1000,1.5,15,30,60,1000,10000,1.5,15,30,60,1000,10000,20000 +D (km),FSL +0,122,116.6,116.5,116.4,116.1,0,136.8,136.8,136.7,136.7,135.8,0,142.8,142.8,142.8,142.8,142.3,136.6,0 +1,124.9,119.1,119.1,119.1,119.1,119.2,136.7,136.7,136.7,136.7,136.4,121.5,142.8,142.8,142.8,142.8,142.6,139.6,121.6 +2,128.9,122.8,122.8,122.7,122.8,123.6,136.8,136.8,136.8,136.8,136.5,127.2,142.8,142.8,142.8,142.7,142.6,139.7,127.5 +3,132,125.7,125.7,125.7,125.7,126.3,136.9,136.9,136.9,136.9,136.6,130.4,142.8,142.8,142.8,142.7,142.6,139.8,130.9 +4,134.3,127.9,127.9,127.9,127.9,128.4,137.1,137.1,137.1,137.1,136.8,132.5,142.8,142.8,142.8,142.8,142.6,140,133.2 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b/tests/p528/Data Tables/30,000 MHz - Lb(0.10)_P528.csv new file mode 100644 index 000000000..3774ea6c3 --- /dev/null +++ b/tests/p528/Data Tables/30,000 MHz - Lb(0.10)_P528.csv @@ -0,0 +1,1005 @@ +30000MHz / Lb(0.10) dB +,h2(m),1000,1000,1000,1000,1000,10000,10000,10000,10000,10000,10000,20000,20000,20000,20000,20000,20000,20000 +,h1(m),1.5,15,30,60,1000,1.5,15,30,60,1000,10000,1.5,15,30,60,1000,10000,20000 +D (km),FSL +0,122,118.7,118.5,118.4,118.1,0,138.8,138.8,138.8,138.8,137.8,0,144.9,144.8,144.8,144.8,144.3,138.6,0 +1,124.9,121.3,121.3,121.3,121.2,120.5,138.8,138.8,138.8,138.8,138.3,121.7,144.8,144.8,144.8,144.8,144.5,140.6,121.8 +2,128.9,125.1,125.1,125.1,125.1,125.5,138.9,138.8,138.8,138.8,138.3,127.6,144.8,144.8,144.8,144.8,144.5,140.7,127.7 +3,132,128.1,128,128,128,128.4,139,139,139,139,138.5,130.9,144.8,144.8,144.8,144.8,144.5,140.8,131.2 +4,134.3,130.4,130.4,130.4,130.4,130.7,139.2,139.2,139.2,139.2,138.7,133.2,144.8,144.8,144.8,144.8,144.6,141,133.6 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b/tests/p528/Data Tables/9,400 MHz - Lb(0.01)_P528.csv @@ -0,0 +1,1005 @@ +9400MHz / Lb(0.01) dB +,h2(m),1000,1000,1000,1000,1000,10000,10000,10000,10000,10000,10000,20000,20000,20000,20000,20000,20000,20000 +,h1(m),1.5,15,30,60,1000,1.5,15,30,60,1000,10000,1.5,15,30,60,1000,10000,20000 +D (km),FSL +0,111.9,106.5,106.4,106.2,105.9,0,126.5,126.5,126.5,126.5,125.6,0,132.5,132.5,132.5,132.5,132.1,126.5,0 +1,114.9,108.9,108.9,108.9,108.9,108.7,126.5,126.5,126.5,126.5,126.2,111.4,132.5,132.5,132.5,132.5,132.4,129.5,111.5 +2,118.9,112.5,112.5,112.5,112.5,113.2,126.5,126.5,126.5,126.5,126.3,117.1,132.5,132.5,132.5,132.5,132.4,129.6,117.4 +3,121.9,115.4,115.4,115.4,115.4,115.9,126.6,126.6,126.6,126.6,126.4,120.3,132.5,132.5,132.5,132.5,132.4,129.7,120.8 +4,124.2,117.6,117.6,117.6,117.6,118,126.8,126.8,126.8,126.8,126.6,122.4,132.5,132.5,132.5,132.5,132.4,129.9,123.1 +5,126.1,119.4,119.4,119.4,119.4,119.7,127.1,127,127,127,126.9,124,132.6,132.5,132.5,132.5,132.4,130.1,124.9 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+984,171.7,301,300.3,300,299.5,293.9,283.4,282.6,282.3,281.7,275.2,250.7,271.6,270.6,270.1,269.4,261.2,210.4,189.5 +985,171.7,301.1,300.4,300,299.5,294,283.5,282.7,282.3,281.8,275.3,250.8,271.7,270.7,270.2,269.5,261.3,210.6,189.5 +986,171.7,301.1,300.5,300.1,299.6,294.1,283.5,282.8,282.4,281.9,275.4,250.9,271.8,270.8,270.3,269.6,261.4,212.9,189.6 +987,171.7,301.2,300.5,300.2,299.7,294.2,283.6,282.9,282.5,281.9,275.5,251,271.9,270.9,270.4,269.6,261.5,213.9,189.6 +988,171.7,301.3,300.6,300.3,299.8,294.2,283.7,283,282.6,282,275.6,251.1,272,271,270.5,269.7,261.6,215,189.6 +989,171.7,301.4,300.7,300.3,299.8,294.3,283.8,283,282.7,282.1,275.7,251.2,272.1,271.1,270.6,269.8,261.7,215.9,189.6 +990,171.8,301.4,300.8,300.4,299.9,294.4,283.9,283.1,282.7,282.2,275.8,251.4,272.2,271.2,270.7,269.9,261.8,216.8,189.7 +991,171.8,301.5,300.8,300.5,300,294.5,283.9,283.2,282.8,282.3,275.8,251.5,272.3,271.3,270.8,270,261.9,217.7,189.7 +992,171.8,301.6,300.9,300.6,300.1,294.6,284,283.3,282.9,282.3,275.9,251.6,272.3,271.4,270.9,270.1,262,218.5,189.7 +993,171.8,301.7,301,300.6,300.1,294.6,284.1,283.4,283,282.4,276,251.7,272.4,271.5,271,270.2,262.1,219.2,189.8 +994,171.8,301.7,301.1,300.7,300.2,294.7,284.2,283.5,283.1,282.5,276.1,251.8,272.5,271.6,271.1,270.3,262.2,220,189.8 +995,171.8,301.8,301.1,300.8,300.3,294.8,284.3,283.5,283.1,282.6,276.2,251.9,272.6,271.7,271.2,270.4,262.3,220.7,189.8 +996,171.8,301.9,301.2,300.9,300.4,294.9,284.3,283.6,283.2,282.6,276.3,252,272.7,271.8,271.2,270.5,262.4,221.3,189.8 +997,171.8,302,301.3,300.9,300.4,294.9,284.4,283.7,283.3,282.7,276.4,252.2,272.8,271.9,271.3,270.6,262.5,222,189.9 +998,171.8,302,301.4,301,300.5,295,284.5,283.8,283.4,282.8,276.5,252.3,272.9,272,271.4,270.7,262.6,222.6,189.9 +999,171.8,302.1,301.4,301.1,300.6,295.1,284.6,283.9,283.5,282.9,276.6,252.4,273,272,271.5,270.8,262.7,223.2,189.9 +1000,171.8,302.2,301.5,301.2,300.7,295.2,284.7,283.9,283.5,283,276.7,252.5,273.1,272.1,271.6,270.9,262.8,223.7,190 diff --git a/tests/p528/p528_call.py b/tests/p528/p528_call.py new file mode 100644 index 000000000..8b54b62e6 --- /dev/null +++ b/tests/p528/p528_call.py @@ -0,0 +1,94 @@ +import numpy as np +from sharc.propagation.propagation_p528 import PropagationP528 + + +def test_p528_variations(): + """Test different ways of calling P528 propagation model.""" + + # Initialize random number generator with fixed seed for reproducibility + random_number_gen = np.random.RandomState(101) + + # Create P528 propagation model instance + p528_model = PropagationP528(random_number_gen) + + print("Testing P528 Model with Various Input Types") + print("=" * 50) + + # Test Case 1: Single Value Test + print("\n1. Single Value Test") + print("-" * 30) + distance = np.array([100.0]) # 100 km + h1 = 1.5 # meters + h2 = 20000.0 # meters + frequency = np.array([4000.0]) # MHz + + result = p528_model.get_loss(distance, h1, h2, frequency) + print(f"Single value test result: {result[0]:.2f} dB") + + # Test Case 2: Vector of Distances + print("\n2. Distance Vector Test") + print("-" * 30) + distances = np.array([10.0, 50.0, 100.0, 500.0, 1000.0]) + frequency = np.array([4000.0]) * np.ones(distances.shape) + + results = p528_model.get_loss(distances, h1, h2, frequency) + for d, r in zip(distances, results): + print(f"Distance: {d:6.1f} km -> Loss: {r:.2f} dB") + + # Test Case 3: Different Time Percentages + print("\n3. Time Percentage Variations") + print("-" * 30) + distance = np.array([100.0]) + frequency = np.array([4000.0]) + time_percentages = [1, 10, 50, 90, 99] + + for p in time_percentages: + result = p528_model.get_loss(distance, h1, h2, frequency, time_percentage=p) + print(f"Time {p:3d}% -> Loss: {result[0]:.2f} dB") + + # Test Case 4: Different Polarizations + print("\n4. Polarization Test") + print("-" * 30) + polarizations = [0, 1] # Horizontal, Vertical + labels = ["Horizontal", "Vertical"] + + for pol, label in zip(polarizations, labels): + result = p528_model.get_loss(distance, h1, h2, frequency, polarization=pol) + print(f"{label:10s} polarization -> Loss: {result[0]:.2f} dB") + + # Test Case 5: Frequency Variations + print("\n5. Frequency Test") + print("-" * 30) + distance = np.array([100.0]) + frequencies = np.array([100.0, 1000.0, 5000.0, 10000.0, 30000.0]) + + for f in frequencies: + try: + result = p528_model.get_loss(distance, h1, h2, np.array([f])) + print(f"Frequency: {f:8.1f} MHz -> Loss: {result[0]:.2f} dB") + except ValueError as e: + print(f"Frequency: {f:8.1f} MHz -> Error: {str(e)}") + + # Test Case 6: Edge Cases + print("\n6. Edge Cases") + print("-" * 30) + edge_cases = [ + (np.array([0.1]), 1.5, 20000.0), # Very short distance + (np.array([5000.0]), 1.5, 20000.0), # Very long distance + (np.array([100.0]), 1.5, 1.5), # Equal heights + ] + + for d, h1_test, h2_test in edge_cases: + try: + result = p528_model.get_loss(d, h1_test, h2_test, np.array([4000.0])) + print( + f"Distance: {d[0]:6.1f} km, h1: {h1_test:7.1f} m, h2: {h2_test:7.1f} m -> Loss: {result[0]:.2f} dB" + ) + except ValueError as e: + print( + f"Distance: {d[0]:6.1f} km, h1: {h1_test:7.1f} m, h2: {h2_test:7.1f} m -> Error: {str(e)}" + ) + + +if __name__ == "__main__": + test_p528_variations() diff --git a/tests/p528/test_p528_data.py b/tests/p528/test_p528_data.py new file mode 100644 index 000000000..8a0599b92 --- /dev/null +++ b/tests/p528/test_p528_data.py @@ -0,0 +1,137 @@ +import os +import re +import numpy as np +from glob import glob +from sharc.propagation.propagation_p528 import PropagationP528 +import time + + +def run_p528_tests(): + """Run validation tests for P528 propagation model using reference data tables.""" + + # Initialize random number generator with fixed seed for reproducibility + random_number_gen = np.random.RandomState(101) + + # Create P528 propagation model instance + p528_model = PropagationP528(random_number_gen) + + # Define paths to search for data files + current_dir = os.path.dirname(os.path.abspath(__file__)) + paths = [os.path.join(current_dir, "Data Tables")] + + # Debug prints + print(f"Current directory: {current_dir}") + print(f"Search paths: {paths}") + + cnt_fail = 0 + cnt_pass = 0 + + start_time = time.time() + + for path_index in paths: + print(f"Searching in path: {path_index}") + print(f"Path exists: {os.path.exists(path_index)}") + + filenames = glob(os.path.join(path_index, "*.csv")) + datanumber = len(filenames) + + print(f"Found {datanumber} CSV files") + + if datanumber == 0: + continue + + for ii, filename in enumerate(filenames, 1): + print("*" * 47) + print(f" Processing file {ii}/{datanumber}: {filename} ...") + print("*" * 47) + + with open(filename, "r") as fid: + # First line contains frequency and time percentage + readLine = fid.readline().strip() + rgx = r"[-+]?\d+\.?\d*(?:[eE][-+]?\d+)?" + dummy = re.findall(rgx, readLine) + freq_mhz = float(dummy[0]) + time_percentage = float(dummy[1]) + + # h2 values (heights for second terminal) + readLine = fid.readline().strip() + dummy = readLine.split(",") + h2 = [float(x) for x in dummy[2:-3]] + + # h1 values (heights for first terminal) + readLine = fid.readline().strip() + dummy = readLine.split(",") + h1 = [float(x) for x in dummy[2:-3]] + + fid.readline() # Skip header line + + print(f'{"PYTHON":>20} {"REF TABLE":>20} {"DELTA":>20}') + + # Read distance and loss values + D, FSL, tl_ref = [], [], [] + for line in fid: + dummy = line.strip().split(",") + D.append(float(dummy[0])) + FSL.append(float(dummy[1])) + tl_ref.append([float(x) for x in dummy[2:-3]]) + + # Convert to numpy arrays for processing + D = np.array(D) + tl_ref = np.array(tl_ref) + + # Test each distance/height combination + for i in range(0, len(D)): + for j in range(len(h1)): + # Setup input arrays for get_loss + distance_km = np.array([D[i]]) + frequency_mhz = np.array([freq_mhz]) + h1_meter = h1[j] + h2_meter = h2[j] + + # Call get_loss with explicit time percentage and horizontal polarization + try: + result = p528_model.get_loss( + distance_km, + h1_meter, + h2_meter, + frequency_mhz, + time_percentage=time_percentage * 100, + polarization=0, # horizontal polarization + ) + + # Compare results (rounded to 1 decimal place) + delta = round(10.0 * (result[0] - tl_ref[i, j])) / 10.0 + + if abs(delta) > 0.1: + cnt_fail += 1 + print( + f"{result[0]:20.1f} {tl_ref[i, j]:20.1f} {delta:20.1f} FAIL" + ) + else: + cnt_pass += 1 + print( + f"{result[0]:20.1f} {tl_ref[i, j]:20.1f} {delta:20.1f} PASS" + ) + + except Exception as e: + print(f"Error processing d={D[i]}km, h1={h1[j]}m, h2={h2[j]}m") + print(f"Error details: {str(e)}") + cnt_fail += 1 + + end_time = time.time() + elapsed_time = end_time - start_time + + if cnt_pass + cnt_fail == 0: + print("\nNo tests were run! Please check your data paths and files.") + else: + print("\nTest Summary:") + print("=" * 40) + print(f"Total tests: {cnt_pass + cnt_fail}") + print(f"Passed: {cnt_pass}") + print(f"Failed: {cnt_fail}") + print(f"Pass rate: {(cnt_pass / (cnt_pass + cnt_fail)) * 100:.1f}%") + print(f"Time taken: {elapsed_time:.2f} seconds") + + +if __name__ == "__main__": + run_p528_tests() diff --git a/tests/parameters/parameters_for_testing.yaml b/tests/parameters/parameters_for_testing.yaml index ca6b250eb..7b068658f 100644 --- a/tests/parameters/parameters_for_testing.yaml +++ b/tests/parameters/parameters_for_testing.yaml @@ -765,44 +765,48 @@ haps: rns: ########################################################################### # x-y coordinates [m] - x : 660.1 - y : -370.1 + x: 660.1 + y: -370.1 ########################################################################### # altitude [m] - altitude : 150.1 + altitude: 150.1 ########################################################################### # center frequency [MHz] - frequency : 32000.1 + frequency: 32000.1 ########################################################################### # bandwidth [MHz] - bandwidth : 60.1 + bandwidth: 60.1 ########################################################################### # System receive noise temperature [K] - noise_temperature : 1154.1 + noise_temperature: 1154.1 ########################################################################### # Peak transmit power spectral density (clear sky) [dBW/Hz] - tx_power_density : -70.79 + tx_power_density: -70.79 ########################################################################### # antenna peak gain [dBi] - antenna_gain : 30.1 + antenna_gain: 30.1 ########################################################################### # Adjacent channel selectivity [dB] - acs : 30.1 + acs: 30.1 ########################################################################### # Antenna pattern of the fixed wireless service # Possible values: "ITU-R M.1466", "OMNI" - antenna_pattern : ITU-R M.1466 + antenna_pattern: ITU-R M.1466 ########################################################################### # Channel parameters # channel model, possible values are "FSPL" (free-space path loss), # "SatelliteSimple" (FSPL + 4 dB + clutter loss) - # "P619" - channel_model : P619 + # "P528" + channel_model: P528 ########################################################################### - # Specific parameters for P619 - season : SUMMER - earth_station_alt_m : 0 - earth_station_lat_deg : 0 + # P528 propagation parameters + param_p528: + ########################################################################### + # Time percentage between 1-99 or "RANDOM" + time_percentage: 53 + ########################################################################### + # Polarization: 0 (horizontal), 1 (vertical) or "RANDOM" + polarization: 1 ras: ########################################################################### # frequency [MHz] diff --git a/tests/parameters/test_parameters.py b/tests/parameters/test_parameters.py index b80086e18..40749bb55 100644 --- a/tests/parameters/test_parameters.py +++ b/tests/parameters/test_parameters.py @@ -5,22 +5,18 @@ class ParametersTest(unittest.TestCase): - """Run Parameter class tests. - """ + """Run Parameter class tests.""" def setUp(self): self.parameters = Parameters() - param_file = Path(__file__).parent.resolve() / \ - 'parameters_for_testing.yaml' + param_file = Path(__file__).parent.resolve() / "parameters_for_testing.yaml" self.parameters.set_file_name(param_file) self.parameters.read_params() def test_parameters_imt(self): - """Unit test for ParametersIMT - """ + """Unit test for ParametersIMT""" self.assertEqual(self.parameters.imt.topology.type, "INDOOR") - self.assertEqual( - self.parameters.imt.minimum_separation_distance_bs_ue, 1.3) + self.assertEqual(self.parameters.imt.minimum_separation_distance_bs_ue, 1.3) self.assertEqual(self.parameters.imt.interfered_with, False) self.assertEqual(self.parameters.imt.frequency, 24360) self.assertEqual(self.parameters.imt.bandwidth, 200.5) @@ -28,7 +24,6 @@ def test_parameters_imt(self): self.assertEqual(self.parameters.imt.spectral_mask, "3GPP E-UTRA") self.assertEqual(self.parameters.imt.spurious_emissions, -13.1) self.assertEqual(self.parameters.imt.guard_band_ratio, 0.14) - self.assertEqual(self.parameters.imt.bs.load_probability, 0.2) self.assertEqual(self.parameters.imt.bs.conducted_power, 11.1) self.assertEqual(self.parameters.imt.bs.height, 6.1) @@ -40,12 +35,8 @@ def test_parameters_imt(self): self.assertEqual(self.parameters.imt.ue.k, 3) self.assertEqual(self.parameters.imt.ue.k_m, 1) self.assertEqual(self.parameters.imt.ue.indoor_percent, 5.0) - self.assertEqual( - self.parameters.imt.ue.distribution_type, - "ANGLE_AND_DISTANCE") - self.assertEqual( - self.parameters.imt.ue.distribution_distance, - "UNIFORM") + self.assertEqual(self.parameters.imt.ue.distribution_type, "ANGLE_AND_DISTANCE") + self.assertEqual(self.parameters.imt.ue.distribution_distance, "UNIFORM") self.assertEqual(self.parameters.imt.ue.azimuth_range, (-70, 90)) self.assertEqual(self.parameters.imt.ue.tx_power_control, True) self.assertEqual(self.parameters.imt.ue.p_o_pusch, -95.0) @@ -65,25 +56,21 @@ def test_parameters_imt(self): """Test ParametersImtAntenna parameters """ - self.assertEqual( - self.parameters.imt.adjacent_antenna_model, - "BEAMFORMING") + self.assertEqual(self.parameters.imt.adjacent_antenna_model, "BEAMFORMING") self.assertEqual(self.parameters.imt.bs.antenna.normalization, False) self.assertEqual(self.parameters.imt.ue.antenna.normalization, False) - self.assertEqual(self.parameters.imt.bs.antenna.normalization_file, - "antenna/beamforming_normalization/bs_norm.npz") - self.assertEqual(self.parameters.imt.ue.antenna.normalization_file, - "antenna/beamforming_normalization/ue_norm.npz") - self.assertEqual( - self.parameters.imt.bs.antenna.element_pattern, - "F1336") - self.assertEqual( - self.parameters.imt.ue.antenna.element_pattern, - "F1336") self.assertEqual( - self.parameters.imt.bs.antenna.minimum_array_gain, -200) - self.assertEqual( - self.parameters.imt.ue.antenna.minimum_array_gain, -200) + self.parameters.imt.bs.antenna.normalization_file, + "antenna/beamforming_normalization/bs_norm.npz", + ) + self.assertEqual( + self.parameters.imt.ue.antenna.normalization_file, + "antenna/beamforming_normalization/ue_norm.npz", + ) + self.assertEqual(self.parameters.imt.bs.antenna.element_pattern, "F1336") + self.assertEqual(self.parameters.imt.ue.antenna.element_pattern, "F1336") + self.assertEqual(self.parameters.imt.bs.antenna.minimum_array_gain, -200) + self.assertEqual(self.parameters.imt.ue.antenna.minimum_array_gain, -200) self.assertEqual(self.parameters.imt.bs.antenna.downtilt, 6) self.assertEqual(self.parameters.imt.bs.antenna.element_max_g, 5) self.assertEqual(self.parameters.imt.ue.antenna.element_max_g, 5) @@ -95,22 +82,16 @@ def test_parameters_imt(self): self.assertEqual(self.parameters.imt.ue.antenna.n_rows, 4) self.assertEqual(self.parameters.imt.bs.antenna.n_columns, 8) self.assertEqual(self.parameters.imt.ue.antenna.n_columns, 4) - self.assertEqual( - self.parameters.imt.bs.antenna.element_horiz_spacing, 0.5) - self.assertEqual( - self.parameters.imt.ue.antenna.element_horiz_spacing, 0.5) - self.assertEqual( - self.parameters.imt.bs.antenna.element_vert_spacing, 0.5) - self.assertEqual( - self.parameters.imt.ue.antenna.element_vert_spacing, 0.5) + self.assertEqual(self.parameters.imt.bs.antenna.element_horiz_spacing, 0.5) + self.assertEqual(self.parameters.imt.ue.antenna.element_horiz_spacing, 0.5) + self.assertEqual(self.parameters.imt.bs.antenna.element_vert_spacing, 0.5) + self.assertEqual(self.parameters.imt.ue.antenna.element_vert_spacing, 0.5) self.assertEqual(self.parameters.imt.bs.antenna.element_am, 30) self.assertEqual(self.parameters.imt.ue.antenna.element_am, 25) self.assertEqual(self.parameters.imt.bs.antenna.element_sla_v, 30) self.assertEqual(self.parameters.imt.ue.antenna.element_sla_v, 25) - self.assertEqual( - self.parameters.imt.bs.antenna.multiplication_factor, 12) - self.assertEqual( - self.parameters.imt.ue.antenna.multiplication_factor, 12) + self.assertEqual(self.parameters.imt.bs.antenna.multiplication_factor, 12) + self.assertEqual(self.parameters.imt.ue.antenna.multiplication_factor, 12) """Test ParametersHotspot """ @@ -130,8 +111,10 @@ def test_parameters_imt(self): """Test ParametersSingleBaseStation """ self.assertEqual(self.parameters.imt.topology.single_bs.cell_radius, 543) - self.assertEqual(self.parameters.imt.topology.single_bs.intersite_distance, - self.parameters.imt.topology.single_bs.cell_radius * 3 / 2) + self.assertEqual( + self.parameters.imt.topology.single_bs.intersite_distance, + self.parameters.imt.topology.single_bs.cell_radius * 3 / 2, + ) self.assertEqual(self.parameters.imt.topology.single_bs.num_clusters, 2) """Test ParametersIndoor @@ -144,22 +127,25 @@ def test_parameters_imt(self): self.assertEqual(self.parameters.imt.topology.indoor.intersite_distance, 40.1) self.assertEqual(self.parameters.imt.topology.indoor.num_cells, 3) self.assertEqual(self.parameters.imt.topology.indoor.num_floors, 1) - self.assertEqual(self.parameters.imt.topology.indoor.ue_indoor_percent, .95) + self.assertEqual(self.parameters.imt.topology.indoor.ue_indoor_percent, 0.95) self.assertEqual( - self.parameters.imt.topology.indoor.building_class, - "THERMALLY_EFFICIENT") + self.parameters.imt.topology.indoor.building_class, "THERMALLY_EFFICIENT" + ) - self.assertEqual(self.parameters.imt.topology.ntn.bs_height, self.parameters.imt.bs.height) + self.assertEqual( + self.parameters.imt.topology.ntn.bs_height, self.parameters.imt.bs.height + ) self.assertEqual(self.parameters.imt.topology.ntn.cell_radius, 123) - self.assertEqual(self.parameters.imt.topology.ntn.intersite_distance, - self.parameters.imt.topology.ntn.cell_radius * np.sqrt(3)) + self.assertEqual( + self.parameters.imt.topology.ntn.intersite_distance, + self.parameters.imt.topology.ntn.cell_radius * np.sqrt(3), + ) self.assertEqual(self.parameters.imt.topology.ntn.bs_azimuth, 45) self.assertEqual(self.parameters.imt.topology.ntn.bs_elevation, 45) self.assertEqual(self.parameters.imt.topology.ntn.num_sectors, 19) def test_parameters_fss_ss(self): - """Test ParametersFssSs - """ + """Test ParametersFssSs""" self.assertEqual(self.parameters.fss_ss.frequency, 43000.0) self.assertEqual(self.parameters.fss_ss.bandwidth, 200.0) self.assertEqual(self.parameters.fss_ss.tx_power_density, -5.0) @@ -173,24 +159,24 @@ def test_parameters_fss_ss(self): self.assertEqual(self.parameters.fss_ss.antenna_pattern, "FSS_SS") self.assertEqual(self.parameters.fss_ss.earth_station_alt_m, 0.0) self.assertEqual(self.parameters.fss_ss.earth_station_lat_deg, 0.0) - self.assertEqual( - self.parameters.fss_ss.earth_station_long_diff_deg, 0.0) + self.assertEqual(self.parameters.fss_ss.earth_station_long_diff_deg, 0.0) self.assertEqual(self.parameters.fss_ss.season, "SUMMER") self.assertEqual(self.parameters.fss_ss.channel_model, "P619") self.assertEqual(self.parameters.fss_ss.antenna_l_s, -20.1) self.assertEqual(self.parameters.fss_ss.antenna_3_dB, 0.65) - self.assertEqual(self.parameters.fss_ss.antenna_s1528.antenna_pattern, "ITU-R-S.1528-LEO") + self.assertEqual( + self.parameters.fss_ss.antenna_s1528.antenna_pattern, "ITU-R-S.1528-LEO" + ) self.assertEqual(self.parameters.fss_ss.antenna_s1528.slr, 21) self.assertEqual(self.parameters.fss_ss.antenna_s1528.antenna_l_s, -20.1) self.assertEqual(self.parameters.fss_ss.antenna_s1528.n_side_lobes, 5) - self.assertEqual(self.parameters.fss_ss.antenna_s1528.l_r, .4) - self.assertEqual(self.parameters.fss_ss.antenna_s1528.l_t, .4) + self.assertEqual(self.parameters.fss_ss.antenna_s1528.l_r, 0.4) + self.assertEqual(self.parameters.fss_ss.antenna_s1528.l_t, 0.4) self.assertEqual(self.parameters.fss_ss.antenna_s1528.roll_off, 2) def test_parameters_fss_es(self): - """Test ParametersFssEs - """ + """Test ParametersFssEs""" self.assertEqual(self.parameters.fss_es.location, "UNIFORM_DIST") self.assertEqual(self.parameters.fss_es.x, 10000) self.assertEqual(self.parameters.fss_es.y, 0) @@ -206,9 +192,7 @@ def test_parameters_fss_es(self): self.assertEqual(self.parameters.fss_es.tx_power_density, -68.3) self.assertEqual(self.parameters.fss_es.noise_temperature, 950) self.assertEqual(self.parameters.fss_es.antenna_gain, 32) - self.assertEqual( - self.parameters.fss_es.antenna_pattern, - "Modified ITU-R S.465") + self.assertEqual(self.parameters.fss_es.antenna_pattern, "Modified ITU-R S.465") self.assertEqual(self.parameters.fss_es.antenna_envelope_gain, 0) self.assertEqual(self.parameters.fss_es.diameter, 1.8) self.assertEqual(self.parameters.fss_es.channel_model, "P452") @@ -231,16 +215,13 @@ def test_parameters_fss_es(self): self.assertEqual(self.parameters.fss_es.same_building_enabled, False) self.assertEqual(self.parameters.fss_es.diffraction_enabled, False) self.assertEqual( - self.parameters.fss_es.bs_building_entry_loss_type, - "P2109_FIXED") - self.assertEqual( - self.parameters.fss_es.bs_building_entry_loss_prob, 0.75) - self.assertEqual( - self.parameters.fss_es.bs_building_entry_loss_value, 35.0) + self.parameters.fss_es.bs_building_entry_loss_type, "P2109_FIXED" + ) + self.assertEqual(self.parameters.fss_es.bs_building_entry_loss_prob, 0.75) + self.assertEqual(self.parameters.fss_es.bs_building_entry_loss_value, 35.0) def test_parameters_fs(self): - """Test ParametersFs - """ + """Test ParametersFs""" self.assertEqual(self.parameters.fs.x, 1000.0) self.assertEqual(self.parameters.fs.y, 0.0) self.assertEqual(self.parameters.fs.height, 15.0) @@ -257,14 +238,15 @@ def test_parameters_fs(self): self.assertEqual(self.parameters.fs.channel_model, "TerrestrialSimple") def test_parameters_haps(self): - """Test ParametersHaps - """ + """Test ParametersHaps""" self.assertEqual(self.parameters.haps.frequency, 27251.1) self.assertEqual(self.parameters.haps.bandwidth, 200.0) self.assertEqual(self.parameters.haps.antenna_gain, 28.1) self.assertEqual(self.parameters.haps.eirp_density, 4.4) - self.assertEqual(self.parameters.haps.tx_power_density, - self.parameters.haps.eirp_density - self.parameters.haps.antenna_gain - 60) + self.assertEqual( + self.parameters.haps.tx_power_density, + self.parameters.haps.eirp_density - self.parameters.haps.antenna_gain - 60, + ) self.assertEqual(self.parameters.haps.altitude, 20001.1) self.assertEqual(self.parameters.haps.lat_deg, 0.1) self.assertEqual(self.parameters.haps.elevation, 270.0) @@ -279,8 +261,7 @@ def test_parameters_haps(self): self.assertEqual(self.parameters.haps.antenna_l_n, -25) def test_paramters_rns(self): - """Test ParametersRns - """ + """Test ParametersRns""" self.assertEqual(self.parameters.rns.x, 660.1) self.assertEqual(self.parameters.rns.y, -370.1) self.assertEqual(self.parameters.rns.altitude, 150.1) @@ -297,8 +278,7 @@ def test_paramters_rns(self): self.assertEqual(self.parameters.rns.acs, 30.1) def test_parametes_ras(self): - """Test ParametersRas - """ + """Test ParametersRas""" self.assertEqual(self.parameters.ras.frequency, 2695) self.assertEqual(self.parameters.ras.bandwidth, 10) self.assertEqual(self.parameters.ras.noise_temperature, 90) @@ -315,136 +295,140 @@ def test_parametes_ras(self): self.assertEqual(self.parameters.ras.polarization_loss, 0.0) def test_parameters_single_earth_station(self): - """Test ParametersSingleEarthStation - """ + """Test ParametersSingleEarthStation""" self.assertEqual(self.parameters.single_earth_station.frequency, 8250) self.assertEqual(self.parameters.single_earth_station.bandwidth, 100) self.assertEqual( - self.parameters.single_earth_station.adjacent_ch_selectivity, 20.0) + self.parameters.single_earth_station.adjacent_ch_selectivity, 20.0 + ) + self.assertEqual(self.parameters.single_earth_station.tx_power_density, -65.0) + self.assertEqual(self.parameters.single_earth_station.noise_temperature, 300) + self.assertEqual(self.parameters.single_earth_station.geometry.height, 6) self.assertEqual( - self.parameters.single_earth_station.tx_power_density, -65.0) + self.parameters.single_earth_station.geometry.azimuth.type, "FIXED" + ) + self.assertEqual(self.parameters.single_earth_station.geometry.azimuth.fixed, 0) self.assertEqual( - self.parameters.single_earth_station.noise_temperature, 300) + self.parameters.single_earth_station.geometry.azimuth.uniform_dist.min, -180 + ) self.assertEqual( - self.parameters.single_earth_station.geometry.height, 6) + self.parameters.single_earth_station.geometry.azimuth.uniform_dist.max, 180 + ) self.assertEqual( - self.parameters.single_earth_station.geometry.azimuth.type, - "FIXED") + self.parameters.single_earth_station.geometry.elevation.type, "FIXED" + ) self.assertEqual( - self.parameters.single_earth_station.geometry.azimuth.fixed, 0) + self.parameters.single_earth_station.geometry.elevation.fixed, 60 + ) self.assertEqual( - self.parameters.single_earth_station.geometry.azimuth.uniform_dist.min, -180) + self.parameters.single_earth_station.geometry.elevation.uniform_dist.min, 30 + ) self.assertEqual( - self.parameters.single_earth_station.geometry.azimuth.uniform_dist.max, 180) + self.parameters.single_earth_station.geometry.elevation.uniform_dist.max, 65 + ) self.assertEqual( - self.parameters.single_earth_station.geometry.elevation.type, - "FIXED") + self.parameters.single_earth_station.geometry.location.type, "CELL" + ) self.assertEqual( - self.parameters.single_earth_station.geometry.elevation.fixed, 60) + self.parameters.single_earth_station.geometry.location.fixed.x, 10 + ) self.assertEqual( - self.parameters.single_earth_station.geometry.elevation.uniform_dist.min, 30) - self.assertEqual( - self.parameters.single_earth_station.geometry.elevation.uniform_dist.max, 65) - self.assertEqual( - self.parameters.single_earth_station.geometry.location.type, - "CELL") - self.assertEqual( - self.parameters.single_earth_station.geometry.location.fixed.x, 10) - self.assertEqual( - self.parameters.single_earth_station.geometry.location.fixed.y, 100) + self.parameters.single_earth_station.geometry.location.fixed.y, 100 + ) self.assertEqual( self.parameters.single_earth_station.geometry.location.uniform_dist.min_dist_to_center, - 101) + 101, + ) self.assertEqual( self.parameters.single_earth_station.geometry.location.uniform_dist.max_dist_to_center, - 102) + 102, + ) self.assertEqual( self.parameters.single_earth_station.geometry.location.cell.min_dist_to_bs, - 100) + 100, + ) self.assertEqual( self.parameters.single_earth_station.geometry.location.network.min_dist_to_bs, - 150) + 150, + ) self.assertEqual(self.parameters.single_earth_station.antenna.gain, 28) self.assertEqual( - self.parameters.single_earth_station.antenna.itu_r_f_699.diameter, 1.1) + self.parameters.single_earth_station.antenna.itu_r_f_699.diameter, 1.1 + ) self.assertEqual( self.parameters.single_earth_station.antenna.itu_r_f_699.frequency, - self.parameters.single_earth_station.frequency) + self.parameters.single_earth_station.frequency, + ) self.assertEqual( self.parameters.single_earth_station.antenna.itu_r_f_699.antenna_gain, - self.parameters.single_earth_station.antenna.gain) - - self.assertEqual( - self.parameters.single_earth_station.antenna.itu_reg_rr_a7_3.diameter, - 2.12) - self.assertEqual( - self.parameters.single_earth_station.antenna.itu_reg_rr_a7_3.frequency, - self.parameters.single_earth_station.frequency) - self.assertEqual( - self.parameters.single_earth_station.antenna.itu_reg_rr_a7_3.antenna_gain, - self.parameters.single_earth_station.antenna.gain) + self.parameters.single_earth_station.antenna.gain, + ) self.assertEqual( - self.parameters.single_earth_station.param_p619.earth_station_alt_m, 1200) + self.parameters.single_earth_station.param_p619.earth_station_alt_m, 1200 + ) self.assertEqual( - self.parameters.single_earth_station.param_p619.space_station_alt_m, - 540000) + self.parameters.single_earth_station.param_p619.space_station_alt_m, 540000 + ) self.assertEqual( - self.parameters.single_earth_station.param_p619.earth_station_lat_deg, 13) + self.parameters.single_earth_station.param_p619.earth_station_lat_deg, 13 + ) self.assertEqual( self.parameters.single_earth_station.param_p619.earth_station_long_diff_deg, - 10) - + 10, + ) self.assertEqual( - self.parameters.single_earth_station.param_p452.atmospheric_pressure, 1) + self.parameters.single_earth_station.param_p452.atmospheric_pressure, 1 + ) self.assertEqual( - self.parameters.single_earth_station.param_p452.air_temperature, 2) + self.parameters.single_earth_station.param_p452.air_temperature, 2 + ) self.assertEqual(self.parameters.single_earth_station.param_p452.N0, 3) - self.assertEqual( - self.parameters.single_earth_station.param_p452.delta_N, 4) - self.assertEqual( - self.parameters.single_earth_station.param_p452.percentage_p, 5) - self.assertEqual( - self.parameters.single_earth_station.param_p452.Dct, 6) - self.assertEqual( - self.parameters.single_earth_station.param_p452.Dcr, 7) - self.assertEqual( - self.parameters.single_earth_station.param_p452.Hte, 8) - self.assertEqual( - self.parameters.single_earth_station.param_p452.Hre, 9) - self.assertEqual( - self.parameters.single_earth_station.param_p452.tx_lat, 10) - self.assertEqual( - self.parameters.single_earth_station.param_p452.rx_lat, 11) - self.assertEqual( - self.parameters.single_earth_station.param_p452.polarization, - "horizontal") - self.assertEqual( - self.parameters.single_earth_station.param_p452.clutter_loss, True) + self.assertEqual(self.parameters.single_earth_station.param_p452.delta_N, 4) + self.assertEqual( + self.parameters.single_earth_station.param_p452.percentage_p, 5 + ) + self.assertEqual(self.parameters.single_earth_station.param_p452.Dct, 6) + self.assertEqual(self.parameters.single_earth_station.param_p452.Dcr, 7) + self.assertEqual(self.parameters.single_earth_station.param_p452.Hte, 8) + self.assertEqual(self.parameters.single_earth_station.param_p452.Hre, 9) + self.assertEqual(self.parameters.single_earth_station.param_p452.tx_lat, 10) + self.assertEqual(self.parameters.single_earth_station.param_p452.rx_lat, 11) + self.assertEqual( + self.parameters.single_earth_station.param_p452.polarization, "horizontal" + ) + self.assertEqual( + self.parameters.single_earth_station.param_p452.clutter_loss, True + ) self.assertEqual( - self.parameters.single_earth_station.param_hdfss.es_position, - "BUILDINGSIDE") + self.parameters.single_earth_station.param_hdfss.es_position, "BUILDINGSIDE" + ) self.assertEqual( - self.parameters.single_earth_station.param_hdfss.shadow_enabled, - False) + self.parameters.single_earth_station.param_hdfss.shadow_enabled, False + ) self.assertEqual( self.parameters.single_earth_station.param_hdfss.building_loss_enabled, - False) + False, + ) self.assertEqual( - self.parameters.single_earth_station.param_hdfss.same_building_enabled, True) + self.parameters.single_earth_station.param_hdfss.same_building_enabled, True + ) self.assertEqual( - self.parameters.single_earth_station.param_hdfss.diffraction_enabled, - False) + self.parameters.single_earth_station.param_hdfss.diffraction_enabled, False + ) self.assertEqual( self.parameters.single_earth_station.param_hdfss.bs_building_entry_loss_type, - "FIXED_VALUE") + "FIXED_VALUE", + ) self.assertEqual( self.parameters.single_earth_station.param_hdfss.bs_building_entry_loss_prob, - 0.19) + 0.19, + ) self.assertEqual( self.parameters.single_earth_station.param_hdfss.bs_building_entry_loss_value, - 47) + 47, + ) self.parameters.single_earth_station.geometry.azimuth.uniform_dist.max = None # this should still not throw, since azimuth is using fixed type @@ -455,10 +439,28 @@ def test_parameters_single_earth_station(self): self.parameters.single_earth_station.geometry.azimuth.type = "UNIFORM_DIST" self.parameters.single_earth_station.validate() - self.assertTrue( - 'azimuth.uniform_dist.max' in str( - err_context.exception)) + self.assertTrue("azimuth.uniform_dist.max" in str(err_context.exception)) + + def test_paramters_rns(self): + """Test ParametersRns""" + # Test basic parameters + self.assertEqual(self.parameters.rns.x, 660.1) + self.assertEqual(self.parameters.rns.y, -370.1) + self.assertEqual(self.parameters.rns.altitude, 150.1) + self.assertEqual(self.parameters.rns.frequency, 32000.1) + self.assertEqual(self.parameters.rns.bandwidth, 60.1) + self.assertEqual(self.parameters.rns.noise_temperature, 1154.1) + self.assertEqual(self.parameters.rns.tx_power_density, -70.79) + self.assertEqual(self.parameters.rns.antenna_gain, 30.1) + self.assertEqual(self.parameters.rns.antenna_pattern, "ITU-R M.1466") + self.assertEqual(self.parameters.rns.channel_model, "P528") + + def test_parameters_p528(self): + """Test param_p528""" + # Test default values + self.assertEqual(self.parameters.rns.param_p528.time_percentage, 53) + self.assertEqual(self.parameters.rns.param_p528.polarization, 1) -if __name__ == '__main__': +if __name__ == "__main__": unittest.main()