Semantic-Aware Remote Estimation of Multiple Markov Sources Under Constraints

arXiv:2403.16855v1 Announce Type: cross
Abstract: This paper studies semantic-aware communication for remote estimation of multiple Markov sources over a lossy and rate-constrained channel. Unlike most existing studies that treat all source states equally, we exploit the semantics of information and consider that the remote actuator has different tolerances for the estimation errors of different states. We aim to find an optimal scheduling policy that minimizes the long-term state-dependent costs of estimation errors under a transmission frequency constraint. We theoretically show …

abstract actuator arxiv communication constraints cs.it cs.lg cs.ni cs.sy eess.sy exploit information markov math.it multiple paper rate semantic semantics studies type