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Real-time Sampling and Estimation on Random Access Channels: Age of Information and Beyond

Real-time Sampling and Estimation on Random Access Channels: Age of Information and Beyond

Real-time sampling and estimation of autoregressive Markov processes is considered in random access channels. Two classes of policies are studied: (i) oblivious policies in which decision making is independent of the source realizations, and (ii) non-oblivious policies in which sources are observed causally for decision making. In the first class, …