On the Reliability Function of the Discrete Memoryless Relay Channel

被引:15
作者
Tan, Vincent Yan Fu [1 ,2 ]
机构
[1] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore 119077, Singapore
[2] Natl Univ Singapore, Dept Math, Singapore 119077, Singapore
关键词
Relay channel; error exponents; reliability function; method of types; block-Markov coding; partial decode-forward; compress-forward; cutset bound; Haroutunian exponent; RANDOM-CODING EXPONENTS; CAPACITY THEOREMS; ERROR EXPONENTS; INFORMATION; BOUNDS;
D O I
10.1109/TIT.2015.2400999
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Bounds on the reliability function for the discrete memoryless relay channel are derived using the method of types. Two achievable error exponents are derived based on partial decode-forward and compress-forward, which are well-known superposition block-Markov coding schemes. The derivations require combinations of the techniques involved in the proofs of Csiszar-Korner-Marton's packing lemma for the error exponent of channel coding and Marton's type covering lemma for the error exponent of source coding with a fidelity criterion. The decode-forward error exponent is evaluated on Sato's relay channel. From this example, it is noted that to obtain the fastest possible decay in the error probability for a fixed effective coding rate, one ought to optimize the number of blocks in the block-Markov coding scheme assuming the blocklength within each block is large. An upper bound on the reliability function is also derived using ideas from Haroutunian's lower bound on the error probability for point-to-point channel coding with feedback.
引用
收藏
页码:1550 / 1573
页数:24
相关论文
共 53 条
[1]   Moderate Deviation Analysis of Channel Coding: Discrete Memoryless Case [J].
Altug, Yuecel ;
Wagner, Aaron B. .
2010 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 2010, :265-269
[2]  
[Anonymous], 2012, NETWORK INFORM THEOR
[3]  
[Anonymous], 2011, INFORM THEORY CODING, DOI DOI 10.1017/CBO9780511921889
[4]  
Behboodi A, 2012, 2012 IEEE INFORMATION THEORY WORKSHOP (ITW), P148, DOI 10.1109/ITW.2012.6404645
[5]  
Behboodi A, 2011, IEEE INT SYMP INFO, P1524, DOI 10.1109/ISIT.2011.6033798
[6]  
Berger T, 1971, Rate Distortion Theory. A Mathematical Basis for Data Compression
[7]  
Bradford GJ, 2012, 2012 IEEE INFORMATION THEORY WORKSHOP (ITW), P237, DOI 10.1109/ITW.2012.6404666
[8]   MULTIPLE-ACCESS CHANNELS WITH DIFFERENT GENERALIZED FEEDBACK SIGNALS [J].
CARLEIAL, AB .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1982, 28 (06) :841-850
[9]   Sphere-packing Bound for Block-codes with Feedback and Finite Memory [J].
Como, Giacomo ;
Nakiboglu, Baris .
2010 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 2010, :251-255
[10]  
COVER TM, 1979, IEEE T INFORM THEORY, V25, P572, DOI 10.1109/TIT.1979.1056084