Nonlinear coding and estimation for correlated data in wireless sensor networks

IEEE Transactions on Communications

Volumn 57, Issue 10, 2009, Pages 2932-2939

  Wernersson, Niklas ^a   Skoglund, Mikael ^a  

^a ROYAL INSTITUTE OF TECHNOLOGY   (Sweden)

Author keywords

Channel coding; Correlation; Quantization; Source coding

Indexed keywords

BANDWIDTH EXPANSIONS; CORRELATED DATA; CORRELATION; DISTRIBUTED SOURCES; ENERGY EFFICIENT; QUANTIZATION; SOURCE CODING; SOURCE-CHANNEL CODES;

WIRELESS SENSOR NETWORKS; WIRELESS TELECOMMUNICATION SYSTEMS;

CHANNEL CODING;

EID: 70350614010     PISSN: 00906778     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCOMM.2009.10.080230     Document Type: Article

References (24)

1. D. Slepian and J. Wolf, "Noiseless coding of correlated information sources," IEEE Trans. Inform. Theory, vol. 19, no. 4, pp. 471-480, July 1973.
2. A. D. Wyner and J. Ziv, "The rate-distortion function for source coding with side information at the decoder," IEEE Trans. Inform. Theory vol. IT-22, no. 1, pp. 1-10, Jan. 1976.
3. J. J. Xiao and Z. Q. Luo, "Multiterminal source-channel communication over an orthogonal multiple-access channel," IEEE Trans. Inform. Theory, vol. 53, no. 9, pp. 3255-3264, Sept. 2007.
4. M. Gastpar and M. Vetterli, "Source-channel communication in sensor networks," in Proc. 2nd Int. Workshop Inform. Processing Sensor Networks (IPSN'03) (Lecture Notes Computer Science), L. J. Guibas and F. Zhao, Eds. Berlin, Germany: Springer-Verlag, 2003, pp. 162-177.
5. M. Gastpar, "Uncoded transmission is exactly optimal for a simple Gaussian "sensor" network," in Proc. 2nd Annu. Workshop Inform. Theory its Applications, Jan. 2007, pp. 177-182.
6. A. Wyner, "Recent results in the shannon theory," IEEE Trans. Inform. Theory, vol. 20, no. 1, pp. 2-10, Jan. 1974.
7. S. S. Pradhan and K. Ramchandran, "Distributed source coding using syndromes (DISCUS): Design and construction," IEEE Trans. Inform. Theory, vol. 49, no. 3, pp. 626-643, Mar. 2003.
8. A. D. Liveris, Z. Xiong, and C. N. Georghiades, "Compression of binary sources with side information at the decoder using LDPC codes," IEEE Commun. Lett., vol. 6, no. 10, pp. 440-442, Oct. 2002.
9. J. Garcia-Frias and Y. Zhao, "Compression of correlated binary sources using turbo codes," IEEE Commn. Lett., vol. 5, no. 10, pp. 417-419, Oct. 2001.
10. Z. Xiong, A. Liveris, S. Cheng, and Z. Liu, "Nested quantization and Slepian-Wolf coding: A Wyner-Ziv coding paradigm for i.i.d. sources," in Proc. IEEE Workshop Statistical Signal Processing, Sept. 2003, pp. 399-402.
11. S. Pradhan and K. Ramchandran, "Generalized coset codes for distributed binning," IEEE Trans. Inform. Theory, vol. 51, no. 10, pp. 3457-3474, Oct. 2005.
12. A. Saxena and K. Rose, "Distributed predictive coding for spatiotemporally correlated sources," in Proc. IEEE Int. Symp. Inform. Theory, June 2007, pp. 1506-1510.
13. N. Wernersson, J. Karlsson, and M. Skoglund, "Distributed quantization over noisy channels," IEEE Trans. Commun., vol. 57, no. 6, pp. 1693-1700, June 2009.
14. Z. Luo, G. Giannakis, and S. Zhang, "Optimal linear decentralized estimation in a bandwidth constrained sensor network," in Proc. IEEE Int. Symp. Inform. Theory, Sept. 2005, pp. 1441-1445.
15. I. Bahceci and A. K. Khandani, "Energy-efficient estimation of correlated data in wireless sensor networks," in Proc. Annual Conf. Inform. Sciences Systems, Mar. 2006, pp. 973-978.
16. S. Cui, J. Xiao, A. Goldsmith, Z. Luo, and V. Poor, "Estimation diversity and energy efficiency in distributed sensing," IEEE Trans. Signal Processing, vol. 55, no. 9, pp. 4683-4695, Sept. 2007.
17. N. Wernersson and M. Skoglund, "Nonlinear distributed source-channel coding over orthogonal additive white Gaussian noise channels," in International Con. Acoustics, Speech Signal Processing (ICASSP), 2009.
18. S. M. Kay, Fundamentals of Statistical Signal Processing: Estimation Theory. Prentice Hall, 1993.
19. C. E. Shannon, "Communication in the presence of noise," in Proc. IRE, pp. 10-21, Jan. 1949.
20. B. Chen and G. W. Wornell, "Analog error-correcting codes based on chaotic dynamical systems," IEEE Trans. Commun., vol. 46, no. 7, pp. 881-890, July 1998.
21. V. Vaishampayan and S. I. R. Costa, "Curves on a sphere, shift-map dynamics, and error control for continuous alphabet sources," IEEE Trans. Inform. Theory, vol. 49, no. 7, pp. 1658-1672, July 2003.
22. N. Wernersson, M. Skoglund, and T. Ramstad, "Polynomial based analog source-channel codes," IEEE Trans. Commun., 2008, to appear.
23. J. M. Wozencraft and I. M. Jacobs, Principles of Communication Engineering. Wiley, 1965.
24. D. J. Sakrison, Transmission of Waveforms and Digital Information. Wiley, 1968.