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
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;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2015.2400999