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morea/03-wireless-channel-physical-model/module-wireless-channel-physical-model.md
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--- | ||
title: "Physical Models of Wireless Channels" | ||
published: true | ||
morea_coming_soon: false | ||
morea_id: module-wireless-channel-physical-model | ||
morea_prerequisites: | ||
morea_outcomes: | ||
- outcome-wireless-channenl-physical-model | ||
morea_readings: | ||
- reading-03-roadmap | ||
- reading-03-free-space-fixed-antenna | ||
- reading-03-free-space-moving-antenna | ||
- reading-03-reflecting-wall-fixed-antenna | ||
morea_experiences: | ||
# - experience-CHANGE-ME | ||
morea_assessments: | ||
# - assessment-CHANGE-ME | ||
morea_type: module | ||
morea_icon_url: /morea/03-wireless-channel-physical-model/03-module-icon-ray-tracing.png | ||
morea_start_date: "2024-01-10" | ||
morea_end_date: "2024-01-17" | ||
morea_labels: | ||
morea_sort_order: 3 | ||
--- | ||
|
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We discuss physical models of wireless channels through some simplified examples, which reveal some key features of wireless channels. |
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.../03-wireless-channel-physical-model/outcome-wireless-channenl-physical-model.md
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--- | ||
title: "Physical models of wireless channels" | ||
published: true | ||
morea_id: outcome-wireless-channenl-physical-model | ||
morea_type: outcome | ||
morea_sort_order: 30 | ||
--- | ||
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* You have a sense of how to develop the physical model of wireless channels. | ||
* You understand some key features of a wireless channel. |
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morea/03-wireless-channel-physical-model/reading-03-free-space-fixed-antenna.md
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--- | ||
title: "Case 1: Fixed antennas in the free space" | ||
published: true | ||
morea_id: reading-03-free-space-fixed-antenna | ||
morea_summary: "Two antennas in the space of nothingness" | ||
# morea_url: https://github.com/airbnb/javascript | ||
morea_type: reading | ||
morea_labels: | ||
morea_sort_order: 31 | ||
--- | ||
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# Case 1: Fixed antennas in the free space | ||
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## The simplest environment | ||
We start with the simpliest propagation model. Consider a transmitter anteanna, radiating into *free space*, and a receiver antenna in the *far field* (i.e., far away from the transmitter). There is nothing else in the space, so that the only propagation path for the signal is the line-of-sight (LOS) path from the transmitter to the receiver. | ||
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To make things even simpler, we let the transmitter send a sinusoid at frequency \\(f\\): | ||
\\[ | ||
\cos 2 \pi f t. | ||
\\] | ||
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We can create an 3-dimensional (3D) coordination system with the transmitter antenna at the origin. Then the location of the receiver antenna can be described by a triple \\(\mathbf{u} = (r, \theta, \phi)\\), where \\(r\\) is the distance between the antennas, \\(\theta\\) is the vertical angle, and \\(\phi\\) is the horizontal angle. | ||
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In this simplest possible environment, we can analytically determine the received signal as | ||
\\[ | ||
E_r(f,t,\mathbf{u}) = \frac{\alpha(\theta,\phi,f) \cos 2 \pi f (t - r/c)}{r}, | ||
\\] | ||
where \\(c = 3 \times 10^8\\)m/s is the speed of light. | ||
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## Breakdown | ||
Now let us break down the above equation. | ||
* First, the received signal is still a sinusoid with the same frequency \\(f\\). But the phase is delayed by \\(2 \pi f r / c\\), which happened because the signal traveled across a distance of \\(r\\) at the speed \\(c\\). | ||
* Second, the magnitude of the received signal depends on the function \\(\alpha(\theta,\phi,f)\\), which represents the antenna gain. The technical term is *radiation pattern* of the antenna, which usually looks like this: | ||
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<figure style="text-align: center;"> | ||
<img src="03-radiation-pattern.svg" alt="A typical radiation pattern" width="500"> | ||
<figcaption>By Timothy Truckle; Link: https://commons.wikimedia.org/w/index.php?curid=4245213</figcaption> | ||
</figure> | ||
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+ We can see that the antenna magnifies the signal at different levels depending on the angles. Since both the transmitter antenna and the receiver antenna have radiation patterns, the function \\(\alpha(\theta,\phi,f) = \alpha_s(\theta,\phi,f) \cdot \alpha_r(\theta,\phi,f)\\) is the product of the transmitter antenna radiation pattern \\(\alpha_s(\theta,\phi,f)\\) and the receiver antenna radiation pattern \\(\alpha_r(\theta,\phi,f)\\). | ||
+ We will not talk much about the radiation pattern in this course, because they are fixed and known. | ||
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* Third, the magnitude of the received signal is inverse propotional to the distance \\(r\\). This indicates that the power of the signal decreases as \\(r^{-2}\\). This is the *large-scale fading*. Note that the power law may change with the actual environment (i.e., raining or existence of other objects in the environment). | ||
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## Take-away | ||
In summary, in a free space, the received signal attenuates by \\(r^{-2}\\). The frequency \\(f\\) does not change. The phase is delayed due to the distance. Nothing particularly interesting here. | ||
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We will see something more interesting in more complicated environments. |
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morea/03-wireless-channel-physical-model/reading-03-free-space-moving-antenna.md
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--- | ||
title: "Case 2: The antennas start moving..." | ||
published: true | ||
morea_id: reading-03-free-space-moving-antenna | ||
morea_summary: "Moving antennas create Doppler shift" | ||
# morea_url: https://github.com/airbnb/javascript | ||
morea_type: reading | ||
morea_labels: | ||
morea_sort_order: 32 | ||
--- | ||
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# Case 2: Moving antennas in the free space | ||
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## Analytical expression | ||
Consider the same two antennas in a free space. But now the receiver is moving *away* at the speed \\(v\\) in the direct opposite direction. In this case, the location of the receiver antenna is time-varying, namely | ||
\\[ | ||
\mathbf{u}(t) = \left( r(t), \theta, \phi \right), ~\text{with}~ r(t) = r_0 + vt, | ||
\\] | ||
where \\(r_0\\) is the initial distance at time \\(t=0\\). | ||
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Compared to the case of fixed antennas, the only change is the distance \\(r(t)\\). Therefore, the received signal is | ||
\\[ | ||
E_r(f,t,(r(t), \theta, \phi)) = \frac{\alpha(\theta,\phi,f) \cos 2 \pi f \left[t - (r_0 + vt)/c\right]}{r_0 + vt} = \frac{\alpha(\theta,\phi,f) \cos 2 \pi f \left[(1-v/c)t - r_0/c\right]}{r_0 + vt}. | ||
\\] | ||
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## Doppler shift | ||
The key observation is that *the frequency of the received signal changes*! In particular, the frequency changes by \\(- (v/c) \cdot f\\), which is proportional to the moving speed \\(v\\). | ||
* We may have experienced this in daily life. A siren has a higher frequency (i.e., a higher pitch) when the ambulance is moving towards us, and a lower frequency (i.e., a lower pitch) when the ambulance is moving away. | ||
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This phenomenon, where the signal frequency changes when the transmitter and/or the receiver is moving, is called **Doppler shift**. | ||
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In wireless communication systems, we need to take into account the Doppler shift when the moving speed is high. For example, in a high-speed train, it is more challenging to maintain a high-speed wireless connection, partly due to the Doppler shift. |
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