Uncertainty-of-Information Scheduling: A Restless Multiarmed Bandit Framework
Gongpu Chen, Soung Chang Liew, Yulin Shao · IEEE Transactions on Information Theory · 2022
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