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Variable-Length Resolvability for Mixed Sources and its Application to Variable-Length Source Coding

机译:混合源的可变长度可分辨性及其在混合源中的应用   可变长度源编码

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摘要

In the problem of variable-length $\delta$-channel resolvability, the channeloutput is approximated by encoding a variable-length uniform random numberunder the constraint that the variational distance between the target andapproximated distributions should be within a given constant $\delta$asymptotically. In this paper, we assume that the given channel input is amixed source whose components may be general sources. To analyze the minimumachievable length rate of the uniform random number, called the$\delta$-resolvability, we introduce a variant problem of the variable-length$\delta$-channel resolvability. A general formula for the$\delta$-resolvability in this variant problem is established for a generalchannel. When the channel is an identity mapping, it is shown that the$\delta$-resolvability in the original and variant problems coincide. Thisrelation leads to a direct derivation of a single-letter formula for the$\delta$-resolvability when the given source is a mixed memoryless source. Weextend the result to the second-order case. As a byproduct, we obtain thefirst-order and second-order formulas for fixed-to-variable length sourcecoding allowing error probability up to $\delta$.
机译:在可变长度$ \ delta $-通道可解性问题中,在目标分布和近似分布之间的变化距离应在给定常数$ \ delta $渐近范围内的约束下,通过编码可变长度统一随机数来近似信道输出。在本文中,我们假设给定的通道输入是混合源,其成分可能是通用源。为了分析统一随机数的最小可实现长度速率,称为$ \ delta $-可解决性,我们引入了可变长度$ \ delta-通道可解决性的变体问题。针对一般渠道,建立了此变体问题中δ可分辨性的一般公式。当通道是一个身份映射时,表明原始问题和变体问题中的$ \ delta $-可解决性是一致的。当给定源是混合的无记忆源时,此关系可直接推导用于$ \ delta $可分辨性的单字母公式。将结果扩展到二阶情况。作为副产品,我们获得了固定至可变长度源编码的一阶和二阶公式,允许错误概率高达$ \ delta $。

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    Yagi, Hideki; Han, Te Sun;

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  • 年度 2018
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