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beamsim v0.2.0

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@Marimuda Marimuda released this 09 May 14:12
· 17 commits to main since this release

beamsim v0.2.0

This release adds modern evaluation diagnostics for codebook-based mmWave beam-alignment simulation while keeping the repository's scope intentionally narrow.

Added

  • Finite-codebook oracle SNR:
    best achievable SNR over the simulated UE × BS codebook for the same channel realization.
  • dB SNR regret:
    additive gap between the finite-codebook oracle and the achieved beam pair.
  • Outage probability:
    strict-threshold estimate, Pr(SNR_dB < threshold_db).
  • Beam-switch rate:
    transition-normalized switching frequency over output beam-pair histories.
  • Measurement-budget taxonomy and lifecycle framing in the documentation.
  • Roadmap entries for deferred measurement-budget accounting and blockage reacquisition latency.

Methodological positioning

beamsim remains a focused simulator for codebook-based mmWave beam alignment and tracking. It is not a general 5G/6G beam-management benchmark, ML beam-prediction framework, RIS simulator, digital-twin platform, or near-field / sub-THz model.

The central contribution of this release is clearer paired stochastic evaluation and finite-codebook oracle diagnostics for reproducible comparison of beam-alignment policies.


Full engineering log: CHANGELOG.md. Scope and out-of-scope items: docs/related_work.md. Deferred work: docs/ROADMAP.md.