NB-IoTシステムの機械学習推論に基づく新規リアクティブアクセス禁止方式の性能
Anastasia Daraseliya1, Eduard Sopin1,2, Julia Kolcheva1
1Department of Probability Theory and Cyber Security, Peoples' Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya Str., Moscow 117198, Russia.
Sensors (Basel, Switzerland)
|January 28, 2026
まとめ
この研究では、ナローバンドIoT(NB-IoT)システム向けの機械学習ベースのアクセス禁止方式を導入します。新しい方法は、トラフィック負荷を動的に調整することにより、低電力広域ネットワーク(LPWAN)のスループットを向上させ、遅延を管理します。
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