A graphical modeling approach to simplifying sequential teams
WiOPT'09 Proceedings of the 7th international conference on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks
Optimal design of sequential real-time communication systems
IEEE Transactions on Information Theory
A decision theoretic approach to Gaussian sensor networks
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Universal reinforcement learning
IEEE Transactions on Information Theory
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The output of a discrete-time Markov source must be encoded into a sequence of discrete variables. The encoded sequence is transmitted through a noisy channel to a receiver that must attempt to reproduce reliably the source sequence. Encoding and decoding must be done in real-time and the distortion measure does not tolerate delays. The structure of real-time encoding and decoding strategies that jointly minimize an average distortion measure over a finite horizon is determined. The results are extended to the real-time broadcast problem and a real-time variation of the Wyner-Ziv problem