Recursive state estimation via limited capacity communication channels

This paper considers a state estimation problem involving bit-rate communication capacity constraints for a discrete-time partially observed system. The observation must be coded and transmitted via a digital communication channel with a limited capacity. A recursive coder-estimator is proposed and investigated. An upper bound for the average estimation error is derived, and convergence properties are analyzed.