Rate-distortion function for α-stable sources

被引：1

作者：

Kuruoglu, Ercan E. ^{[1
]}

Wang, Jia ^{[2
]}

机构：

[1] CNR, ISTI Inst Sci & Technol Informat A Faedo, I-56124 Pisa, Italy

[2] Shanghai Jiao Tong Univ, Inst Image Commun & Network Engn, Shanghai 200240, Peoples R China

来源：

AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS | 2016年 / 70卷 / 07期

基金：

中国国家自然科学基金;

关键词：

alpha-Stable distribution; Rate-distortion function; Blahut-Arimoto algorithm; Impulsive data compression; Impulsive source coding; CAPACITY; QUANTIZATION; COMPUTATION;

D O I：

10.1016/j.aeue.2016.04.011

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

In this paper, we develop a numerical approximation based on the Blahut Arimoto algorithm to the rate distortion function of sources with alpha-stable distribution both for the symmetric and the skewed cases. The calculated rate-distortion function provides bounds for lossy source coding/data compression and the achievable rates for a given distortion. (C) 2016 Elsevier GmbH. All rights reserved.

引用

页码：974 / 978

页数：5

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