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Code-rate selection, queueing behavior, and the correlated erasure channel

Publication ,  Journal Article
Parag, P; Chamberland, JF; Pfister, HD; Narayanan, K
Published in: IEEE Transactions on Information Theory
January 7, 2013

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. © 2012 IEEE.

Duke Scholars

Published In

IEEE Transactions on Information Theory

DOI

ISSN

0018-9448

Publication Date

January 7, 2013

Volume

59

Issue

1

Start / End Page

397 / 407

Related Subject Headings

  • Networking & Telecommunications
  • 4613 Theory of computation
  • 4006 Communications engineering
  • 1005 Communications Technologies
  • 0906 Electrical and Electronic Engineering
  • 0801 Artificial Intelligence and Image Processing
 

Citation

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Parag, P., Chamberland, J. F., Pfister, H. D., & Narayanan, K. (2013). Code-rate selection, queueing behavior, and the correlated erasure channel. IEEE Transactions on Information Theory, 59(1), 397–407. https://doi.org/10.1109/TIT.2012.2216501
Parag, P., J. F. Chamberland, H. D. Pfister, and K. Narayanan. “Code-rate selection, queueing behavior, and the correlated erasure channel.” IEEE Transactions on Information Theory 59, no. 1 (January 7, 2013): 397–407. https://doi.org/10.1109/TIT.2012.2216501.
Parag P, Chamberland JF, Pfister HD, Narayanan K. Code-rate selection, queueing behavior, and the correlated erasure channel. IEEE Transactions on Information Theory. 2013 Jan 7;59(1):397–407.
Parag, P., et al. “Code-rate selection, queueing behavior, and the correlated erasure channel.” IEEE Transactions on Information Theory, vol. 59, no. 1, Jan. 2013, pp. 397–407. Scopus, doi:10.1109/TIT.2012.2216501.
Parag P, Chamberland JF, Pfister HD, Narayanan K. Code-rate selection, queueing behavior, and the correlated erasure channel. IEEE Transactions on Information Theory. 2013 Jan 7;59(1):397–407.

Published In

IEEE Transactions on Information Theory

DOI

ISSN

0018-9448

Publication Date

January 7, 2013

Volume

59

Issue

1

Start / End Page

397 / 407

Related Subject Headings

  • Networking & Telecommunications
  • 4613 Theory of computation
  • 4006 Communications engineering
  • 1005 Communications Technologies
  • 0906 Electrical and Electronic Engineering
  • 0801 Artificial Intelligence and Image Processing