Converse and duality results for combinatorial source-channel coding in binary Hamming spaces

Andrew J. Young, Yury Polyanskiy
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引用次数: 6

Abstract

This article continues the recent investigation of combinatorial joint source-channel coding. For the special case of a binary source and channel subject to distortion measured by Hamming distance, the lower (converse) bounds on achievable source distortion are improved for all values of channel noise. Operational duality between coding with bandwidth expansion factors ρ and 1 over ρ is established. Although the exact value of the asymptotic noise-distortion tradeoff curve is unknown (except at ρ = 1), some initial results on inter-relations between these curves for different values of ρ are shown and lead to statements about monotonicity and continuity in ρ.
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二进制汉明空间中组合信源信道编码的逆向和对偶结果
本文继续了最近对组合联合源信道编码的研究。对于二进制源和信道受汉明距离测量的失真的特殊情况,改进了所有信道噪声值的可实现源失真的下界(逆)。建立了带宽展开系数为ρ和1 / ρ的编码之间的运算对偶性。虽然渐近噪声失真权衡曲线的确切值是未知的(除了在ρ = 1时),但给出了不同ρ值时这些曲线之间相互关系的一些初步结果,并得出了关于ρ单调性和连续性的陈述。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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