Multiterminal Source Coding Under Logarithmic Loss

被引：101
|
作者：
Courtade, Thomas A. [1 ]
Weissman, Tsachy [1 ]
机构：
[1] Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
来源：
IEEE TRANSACTIONS ON INFORMATION THEORY | 2014年 / 60卷 / 01期
基金：
美国国家科学基金会;
关键词：
Logarithmic loss; lossy compression; multiterminal source coding; rate-distortion; rate region; RATE-DISTORTION FUNCTION; SIDE INFORMATION;
D O I：
10.1109/TIT.2013.2288257
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
We consider the classical two-encoder multiterminal source coding problem where distortion is measured under logarithmic loss. We provide a single-letter description of the achievable rate distortion region for all discrete memoryless sources with finite alphabets. By doing so, we also give the rate distortion region for the m-encoder CEO problem (also under logarithmic loss). Several applications and examples are given.
引用
收藏
页码：740 / 761
页数：22
相关论文
共 50 条
  • [1] Multiterminal Source Coding under Logarithmic Loss
    Courtade, Thomas A.
    Weissman, Tsachy
    [J]. 2012 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS (ISIT), 2012, : 761 - 765
  • [2] Two-Encoder Multiterminal Source Coding with Side Information Under Logarithmic Loss
    Zaidi, Abdellatif
    [J]. 2017 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2017, : 724 - 728
  • [3] A Generalization of Blahut-Arimoto Algorithm to Compute Rate-Distortion Regions of Multiterminal Source Coding Under Logarithmic Loss
    Ugur, Yigit
    Aguerri, Inaki Estella
    Zaidi, Abdellatif
    [J]. 2017 IEEE INFORMATION THEORY WORKSHOP (ITW), 2017, : 349 - 353
  • [4] A single-shot approach to lossy source coding under logarithmic loss
    Shkel, Yanina
    Verdu, Sergio
    [J]. 2016 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 2016, : 2953 - 2957
  • [5] Gaussian multiterminal source coding
    Oohama, Y
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 1997, 43 (06) : 1912 - 1923
  • [6] Cascade Multiterminal Source Coding
    Cuff, Paul
    Su, Han-I
    El Gamal, Abbas
    [J]. 2009 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, VOLS 1- 4, 2009, : 1199 - 1203
  • [7] On the Sum-Rate Loss of Quadratic Gaussian Multiterminal Source Coding
    Yang, Yang
    Zhang, Yifu
    Xiong, Zixiang
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2011, 57 (09) : 5588 - 5614
  • [8] On the sum-rate loss of quadratic Gaussian multiterminal source coding
    Yang, Yang
    Zhang, Yifu
    Xiong, Zixiang
    [J]. 2010 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 2010, : 41 - 45
  • [9] Backward channels in multiterminal source coding
    Servetto, Sergio D.
    [J]. 2006 IEEE Information Theory Workshop, 2006, : 206 - 210
  • [10] Multiterminal source coding for multiview images under wireless fading channels
    Chadi Khirallah
    Vladimir Stankovic
    Lina Stankovic
    Samuel Cheng
    [J]. Multimedia Tools and Applications, 2010, 48 : 457 - 470
12345