2021
DOI: 10.48550/arxiv.2103.10810
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Zero-Delay Lossy Coding of Linear Vector Markov Sources: Optimality of Stationary Codes and Near Optimality of Finite Memory Codes

Abstract: Optimal zero-delay coding (quantization) of R d -valued linearly generated Markov sources is studied under quadratic distortion. The structure and existence of deterministic and stationary coding policies that are optimal for the infinite horizon average cost (distortion) problem is established. Prior results studying the optimality of zero-delay codes for Markov sources for infinite horizons either considered finite alphabet sources or, for the R dvalued case, only showed the existence of deterministic and no… Show more

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