DocumentCode
57211
Title
On the Reliability Function of the Discrete Memoryless Relay Channel
Author
Tan, Vincent Yan Fu
Author_Institution
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore, Singapore
Volume
61
Issue
4
fYear
2015
fDate
Apr-15
Firstpage
1550
Lastpage
1573
Abstract
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 Csiszár-Körner-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.
Keywords
Markov processes; block codes; channel coding; decode and forward communication; error statistics; relay networks (telecommunication); source coding; Haroutunian lower bound; block-Markov coding schemes; compress-forward coding; decode-forward error exponent; discrete memoryless relay channel; error probability; fixed effective coding rate; partial decode-forward coding; point-to-point channel coding; reliability function; source coding; Channel coding; Error probability; Maximum likelihood decoding; Relays; Reliability; Upper bound; Block-Markov coding; Compress-forward; Cutset bound; Error exponents; Haroutunian exponent; Method of types; Partial decodeforward; Relay channel; Reliability function; block-Markov coding; compress-forward; cutset bound; error exponents; method of types; partial decode-forward; reliability function;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2015.2400999
Filename
7035044
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