有限块长度下基于字母的保真度测量的定长压缩

L. Palzer, R. Timo
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引用次数: 2

摘要

研究了有限块长度条件下的多约束定长压缩问题。我们引入了两种不同的平均失真度量,并考虑了单个源结果的约束。d倾斜信息的概念以及最近的最优编码率的有限长度界限被扩展到这个设置。我们进一步将我们的结果具体到二进制无记忆源和稀疏高斯源。
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Fixed-length compression for letter-based fidelity measures in the finite blocklength regime
This paper studies fixed-length compression with multiple constraints in the finite blocklength regime. We introduce two different average distortion measures and consider constraints for individual source outcomes. The concept of d-tilted information as well as recent finite-length bounds for the optimal coding rates are extended to this setting. We further particularise our results to the binary memoryless source and a sparse Gaussian source.
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