v1.0.0

What's Changed

• V0.2: SINR_DB Helper Function Bug Fix by @WaterMenon09 in #25
• Traffic Demand Generation Suite by @tanzim10 in #20
• v0.3.2: Energy Saving App by @Lkishor123 in #24
• v0.3.3: Load Balance App by @tanzim10 in #22

New Contributors

• @Lkishor123 made their first contribution in #24

Full Changelog: v0.2.0...v1.0.0

v0.2.0

What's Changed

Mobility Robustness Optimization (MRO) : building blocks required for formulating and solving MRO, along with a demo of a simple heuristic solution as well as a modern RL solution is provided. In particular, this release provides --

• utilizing the UE mobility simulation and trained digital twins of cells in the network to simulate mobile connectivity, hand-over, Radio Link Failures (RLFs)
• A metric that looks at a history of the above mobile connectivity events and produces an MRO metric or "score"
• Simple solution that does a coarse grid-search through hysteresis and TTT parameters to find a good one
• An RL based solution using PPO
• Unit tests and demo notebooks for all new functionality

Full Changelog: v0.1.0...v0.2.0

v0.1.0

Training of mobility model from data

Summary

• mobility model parameter alpha is now trainable
• entire code is black formatted
• new unit tests added
• upgrades for torch and scikit-learn

Merged PRs

• add tests for GIS tools and cleanup by @meop in #2
• Asserts in bayesian test by @akalagoudra in #1
• Refactor energy_savings_gym to accept multiple digital twins by @akalagoudra in #3
• Update CONTRIBUTING.md by @mrsjackson76 in #6
• Adding charter for maverick by @mrsjackson76 in #7
• Updated Requirement Issues by @tanzim10 in #9
• Test Cases for UE Generation Handler by @WaterMenon09 in #11
• Mobility model alpha parameter regression from data by @tanzim10 in #15
• black format all the code by @tanzim10 in #16

New Contributors

• @meop made their first contribution in #2
• @akalagoudra made their first contribution in #1
• @mrsjackson76 made their first contribution in #6
• @tanzim10 made their first contribution in #9
• @WaterMenon09 made their first contribution in #11

Full Changelog: https://github.com/lf-connectivity/maveric/commits/v0.1.0