Universal coding of band-limited sources by sampling and dithered quantization

R. Zamir, M. Feder
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Abstract

The authors analyze a scheme for encoding continuous time band-limited signals in which the input is sampled at Nyquist's rate or faster, the samples undergo dithered uniform or lattice quantization and the quantizer output is entropy coded. This analysis leads to explicit expressions for the trade-off between sampling rate and quantization accuracy. Also, they provide expression for the scheme's redundancy (i.e. its excess rate over the rate distortion function) in terms of the both the sampling rate and quantization resolution parameters.<>
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基于采样和抖动量化的带限源通用编码
作者分析了一种连续时间带限信号的编码方案,该方案以奈奎斯特速率或更快的速度对输入进行采样,采样经过抖动均匀或晶格量化,量化器输出进行熵编码。这种分析导致了采样率和量化精度之间权衡的显式表达式。此外,它们还根据采样率和量化分辨率参数提供了该方案的冗余(即其超过率失真函数的多余率)的表达式。
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