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New SAT-CTS policy optimizes mmWave beam and rate adaptation

By PulseAugur Editorial · [1 sources] ·

Researchers have developed a new policy called SAT-CTS for optimizing multi-user mmWave systems. This policy addresses joint beam and rate adaptation by framing it as a combinatorial semi-bandit problem. SAT-CTS aims to meet specific throughput thresholds rather than just maximizing performance, offering theoretical guarantees on regret bounds and demonstrating practical efficiency in experiments. AI

RANK_REASON The cluster contains a research paper published on arXiv detailing a new algorithm. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv stat.ML →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

New SAT-CTS policy optimizes mmWave beam and rate adaptation

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The cluster contains a research paper published on arXiv detailing a new algorithm. [lever_c_demoted from research: ic=1 ai=1.0]
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COVERAGE [1]

  1. arXiv stat.ML TIER_1 English(EN) · Emre \"Ozy{\i}ld{\i}r{\i}m, Bar{\i}\c{s} Yayc{\i}, Umut Eren Akturk, Cem Tekin ·

    Multi-User mmWave Beam and Rate Adaptation via Combinatorial Satisficing Bandits

    arXiv:2604.14908v2 Announce Type: replace-cross Abstract: We study downlink beam and rate adaptation in a multi-user mmWave MISO system where multiple base stations (BSs), each using analog beamforming from finite codebooks, serve multiple single-antenna user equipments (UEs) wit…

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