The Reliability Function of Variable-Length Lossy Joint Source-Channel Coding With Feedback

被引：2
|
作者：
Truong, Lan V. [1 ]
Tan, Vincent Y. F. [2 ]
机构：
[1] NUS, Sch Comp, Dept Comp Sci, Singapore 119077, Singapore
[2] NUS, Dept Math, Dept Elect & Comp Engn, Singapore 119077, Singapore
来源：
IEEE TRANSACTIONS ON INFORMATION THEORY | 2019年 / 65卷 / 08期
关键词：
Variable-length codes; joint source-channel coding; feedback; reliability function;
D O I：
10.1109/TIT.2019.2911527
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 transmission of discrete memoryless sources (DMSes) across discrete memoryless channels (DMCs) using variable-length lossy source-channel codes with feedback. The reliability function (optimum error exponent) is shown to be equal to max{0, B(1 - R(D)/C)},, where R(D) is the rate-distortion function of the source, B is the maximum relative entropy between output distributions of the DMC, and C is the Shannon capacity of the channel. We show that in this asymptotic regime, separate source-channel coding is, in fact, optimal.
引用
收藏
页码：5028 / 5042
页数：15
相关论文
共 50 条
  • [41] Low-complexity iterative joint source-channel decoding for variable-length encoded Markov sources
    Thobaben, R
    Kliewer, J
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2005, 53 (12) : 2054 - 2064
  • [42] Joint source-channel decoding for variable-length encoded data by exact and approximate map sequence estimation
    Park, MS
    Miller, DJ
    ICASSP '99: 1999 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS VOLS I-VI, 1999, : 2451 - 2454
  • [43] Optimal Strategies for Dynamic Joint Source-Channel Coding with Feedback
    Park, Se Yong
    Javidi, Tara
    Goldsmith, Andrea
    2014 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2014, : 1524 - 1528
  • [44] Weak variable-length source coding
    Han, TS
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2000, 46 (04) : 1217 - 1226
  • [45] Efficient Computation and Optimization of the Free Distance of Variable-Length Finite-State Joint Source-Channel Codes
    Diallo, Amadou
    Weidmann, Claudio
    Kieffer, Michel
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2011, 59 (04) : 1043 - 1052
  • [46] ARITHMETIC CODING FOR JOINT SOURCE-CHANNEL CODING
    Spiteri, Trevor
    Buttigieg, Victor
    SIGMAP 2010: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND MULTIMEDIA APPLICATION, 2010, : 5 - 14
  • [47] Joint Source-Channel Coding of one Random Variable over the Poisson Channel
    No, Albert
    Venkat, Kartik
    Weissman, Tsachy
    2012 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS (ISIT), 2012,
  • [48] Improved joint source-channel decoding for variable-length encoded data using soft decisions and MMSE estimation
    Park, M
    Miller, DJ
    DCC '99 - DATA COMPRESSION CONFERENCE, PROCEEDINGS, 1999, : 544 - 544
  • [49] Joint source/channel coding for variable length codes
    Sayood, K
    Otu, HH
    Demir, N
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2000, 48 (05) : 787 - 794
  • [50] Joint source channel coding for variable length codes
    Demir, N
    Sayood, K
    DCC '98 - DATA COMPRESSION CONFERENCE, 1998, : 139 - 148
12345