DocumentCode :
43827
Title :
Code-Rate Selection, Queueing Behavior, and the Correlated Erasure Channel
Author :
Parag, P. ; Chamberland, J. ; Pfister, Henry D. ; Narayanan, Kavitha
Author_Institution :
Dept. of Electr. & Comput. Eng., Texas A&M Univ., College Station, TX, USA
Volume :
59
Issue :
1
fYear :
2013
fDate :
Jan. 2013
Firstpage :
397
Lastpage :
407
Abstract :
This paper considers the relationship between code-rate selection and queueing performance for communication systems subject to time-varying channel conditions. While error-correcting codes offer protection against channel uncertainties, there exists a natural tradeoff between the enhanced protection of low-rate codes and the rate penalty imposed by additional redundancy. In the limiting regime where codewords are asymptotically long, this tradeoff is well understood and characterized by the Shannon capacity. However, for delay-sensitive communication systems and finite block lengths, a complete characterization of this tradeoff is not fully developed. This paper offers a new perspective on the queueing performance of communication systems with finite block lengths operating over correlated erasure channels. A rigorous framework that links code rate to overall system performance for random codes is presented. Guidelines for code-rate selection in delay-sensitive systems are identified. These findings are supported by a numerical study.
Keywords :
error correction codes; queueing theory; Shannon capacity; channel uncertainties; code rate selection; codewords; correlated erasure channel; delay sensitive communication system; delay sensitive system; error correcting codes; finite block length; low rate codes; queueing behavior; queueing performance; random codes; rate penalty; redundancy; time varying channel conditions; Communication systems; Delay; Encoding; Markov processes; Maximum likelihood decoding; Block codes; channel models; communication systems; data communication; queueing analysis; telecommunication buffers; wireless communication;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2012.2216501
Filename :
6304924
Link To Document :
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