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
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