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A Slepian-Wolf based cross layer scheme suitable to sensor networks

Published: 18 September 2006 Publication History

Abstract

Practical implementation of video compression for distributed sources is currently an active research area. The distributed compression paradigm based on the Slepian-Wolf model has been proposed for low-complexity video compression algorithms and energy efficient wireless sensor networks. In this paper we consider joint source-channel resource allocation for sensor network applications based on the Slepian-Wolf paradigm in fading channel environments. The sensor nodes are modelled as a multiuser uplink channel transmitting correlated information. We study an efficient cross layer variable source rate allocation for the individual nodes based on the multi-access channel capacity and discuss efficient ways to compress and transmit the data over the wireless channel.

References

[1]
Zixiang Xiong, Angelos D. Liveris, and Samuel Cheng, Distributed Source Coding for Sensor Networks, IEEE Signal Processing Magazine, Sept. 2004.
[2]
D. Slepian and J. K. Wolf, Noiseless coding of correlated information sources, IEEE Trans. Information Theory, Vol. 19, No. 4, pp. 471480, 1973.
[3]
A. Wyner and J. Ziv, The rate-distortion function for source coding with side information at the decoder, IEEE Trans. Information Theory, Vol. 22, No. 1, pp. 110, 1976.
[4]
T. Cover and J. Thomas, Elements of Information Theory, New York: Wiley, 1991.
[5]
Bernd Girod, Anne Aaron, Shantanu Rane and David Rebollo-Monedero, Distributed Video Coding, Proc. IEEE, Special Issue on Advances In Video Coding And Delivery, Vol. 93, No. 1, pp. 71--83, Jan. 2005.
[6]
S. Sandeep Pradhan and Kannan Ramchandran, Generalized Coset Codes for Distributed Binning, IEEE Trans. on Information Theory, Vol. 51, No. 10, pp. 3457--3474, Oct. 2005.
[7]
S. Sandeep Pradhan and Kannan Ramchandran, Distributed Source Coding Using Syndromes (DISCUS): Design and Construction, IEEE Trans. on Information Theory, Vol. 49, No. 3, pp. 626--643, Mar. 2003.
[8]
Arulsaravana Jeyaraj, Liang Cheng and Magda El Zarki, Cross Layer Design for Real Time Wireless Video, International Symposium on Multimedia over Wireless, Maui, Hawaii, USA, June 13 -- 16, 2005.
[9]
S. Shamai and A. D. Wyner, Information-theoretic considerations for symmetric, cellular, multiple-access fading channels. I IEEE Trans. on Information Theory, Vol. 43, No. 6, pp. 1877--1894, Nov. 1997.
[10]
S. Shamai and A. D. Wyner, Information-theoretic considerations for symmetric, cellular, multiple-access fading channels. 11 IEEE Trans. on Information Theory, Vol. 43, No. 6, pp. 1895--1911, Nov. 1997.
[11]
D. N. C. Tse and S. V. Hanly, Multiaccess fading channels. I. Polymatroid structure, optimal resource allocation and throughput capacities, IEEE Trans. on Information Theory, Vol. 44, No. 7, pp. 2796--2815, Nov. 1998.
[12]
J. Chou, D. Petrovic, and K. Ramchandran, A distributed and adaptive signal processing approach to reducing energy consumption in sensor networks, Proc. INFOCOM 2003, pp. 1054 1062, San Francisco, CA, 2003.

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cover image ACM Other conferences
MobiMedia '06: Proceedings of the 2nd international conference on Mobile multimedia communications
September 2006
281 pages
ISBN:1595935177
DOI:10.1145/1374296
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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 18 September 2006

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Author Tags

  1. Slepian-Wolf coding
  2. cross layer design
  3. multi-access channel
  4. power control
  5. sensor networks

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