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Uncertainty-of-Information Scheduling: A Restless Multiarmed Bandit Framework
IEEE Transactions on Information Theory ( IF 2.2 ) Pub Date : 5-25-2022 , DOI: 10.1109/tit.2022.3177891 Gongpu Chen 1 , Soung Chang Liew 1 , Yulin Shao 2
IEEE Transactions on Information Theory ( IF 2.2 ) Pub Date : 5-25-2022 , DOI: 10.1109/tit.2022.3177891 Gongpu Chen 1 , Soung Chang Liew 1 , Yulin Shao 2
Affiliation
This paper proposes using the uncertainty of information (UoI), measured by Shannon’s entropy, as a metric for information freshness. We consider a system in which a central monitor observes M binary Markov processes through m communication channels (m
中文翻译:
信息不确定性调度:不安定的多臂老虎机框架
本文建议使用通过香农熵测量的信息不确定性 (UoI) 作为信息新鲜度的度量。我们考虑一个系统,其中中央监视器通过 m 个通信通道(m
更新日期:2024-08-28
中文翻译:
信息不确定性调度:不安定的多臂老虎机框架
本文建议使用通过香农熵测量的信息不确定性 (UoI) 作为信息新鲜度的度量。我们考虑一个系统,其中中央监视器通过 m 个通信通道(m