Distributed source coding of correlated memoryless Gaussian observations

IEEE International Symposium on Information Theory - Proceedings

Volumn , Issue , 2010, Pages 51-55

  Oohama, Yasutada ^a  

^a UNIVERSITY OF TOKUSHIMA   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

DIAGONAL ELEMENTS; DISTRIBUTED SOURCE CODING; ESTIMATION ERRORS; GAUSSIAN RANDOM VARIABLE; GAUSSIAN RANDOM VECTORS; GAUSSIANS; K-MATRIX; MATCHING CONDITION; MEMORYLESS; OUTER BOUNDS; RANDOM VECTORS; RATE DISTORTION REGION;

GAUSSIAN DISTRIBUTION; IMAGE CODING; INFORMATION THEORY; RANDOM VARIABLES; VECTORS;

COVARIANCE MATRIX;

EID: 77955681846     PISSN: 21578103     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIT.2010.5513292     Document Type: Conference Paper

References (25)

1. D. Slepian and J. K. Wolf, "Noiseless coding of correlated information sources," IEEE Trans. Inform. Theory, vol. IT-19, 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, pp. 1-10, Jan. 1976.
3. T. Berger, "Multiterminal source coding," in the Information Theory Approach to Communications (CISM Courses and Lectures, no. 229), G. Longo, Ed. Vienna and New York: Springer-Verlag, 1978, pp. 171-231.
4. S. Y. Tung, "Multiterminal source coding," Ph.D. dissertation, School of Electrical Engineering, Cornell University, Ithaca, NY, May 1978.
5. T. Berger, K. B. Houswright, J. K. Omura, S. Tung, and J. Wolfowitz, "An upper bound on the rate distortion function for source coding with partial side information at the decoder," IEEE Trans. Inform. Theory, vol. IT-25, pp. 664-666, Nov. 1979.
6. A. H. Kaspi and T. Berger, "Rate-distortion for correlated sources with partially separated encoders," IEEE Trans. Inform. Theory, vol. IT-28, pp. 828-840, Nov. 1982.
7. T. Berger and R. W. Yeung, "Multiterminal source encoding with one distortion criterion," IEEE Trans. Inform. Theory, vol. IT-35, pp. 228-236, Mar. 1989.
8. Y. Oohama, "Gaussian multiterminal source coding," IEEE Trans. Inform. Theory, vol. 43, pp. 1912-1923, Nov. 1997.
9. A. B. Wagner and V. Anantharam, "An improved outer bound for multiterminal source coding problem," IEEE Trans. Inf. Theory, vol. 54, pp. 1919-1937, May 2008.
10. A. B. Wagner, S. Tavildar, and P. Viswanath, "Rate region of the quadratic Gaussian two-encoder source-coding problem," IEEE Trans. Inf. Theory, vol. 54, pp. 1938-1961, May 2008.
11. J. Wang, J. Chen and X. Wu, "On the minimum sum rate of Gaussian multiterminal source coding: New proofs," Proceedings of the IEEE International Symposium on Information Theory, Seoul, Korea, June 28-July 3, pp. 1463-1467, 2009.
12. H. Yamamoto and K. Itoh, "Source coding theory for multiterminal communication systems with a remote source", Trans. of the IECE of Japan, vol. E63, no.10, pp. 700-706, Oct. 1980.
13. T. J. Flynn and R. M. Gray, "Encoding of correlated observations," IEEE Trans. Inform. Theory, vol. IT-33, pp. 773-787, Nov. 1987.
14. H. Viswanathan and T. Berger, "The quadratic Gaussian CEO problem," IEEE Trans. Inform. Theory, vol. 43, pp. 1549-1559, Sept. 1997.
15. Y. Oohama, "The rate-distortion function for the quadratic Gaussian CEO problem," IEEE Trans. Inform. Theory, vol. 44, pp. 1057-1070, May 1998.
16. -, "Rate-distortion theory for Gaussian multiterminal source coding systems with several side Informations at the decoder," IEEE Trans. Inform. Theory, vol. 51, pp. 2577-2593, July 2005.
17. V. Prabhakaran, D. Tse, and K. Ramchandran, "Rate region of the quadratic Gaussian CEO problem," Proceedings of IEEE International Symposium on Information Theory, p. 117, 2004.
18. A. Pandya, A. Kansal, G. Pottie and M. Srivastava, "Fidelity and resource sensitive data gathering," Proceedings of the 42nd Allerton Conference, Allerton, IL, June 2004.
19. Y. Oohama, "Rate distortion region for separate coding of correlated Gaussian remote observations," Proceedings of the 43rd Allerton Conference, Allerton, IL, pp. 2237-2246, Sept. 2005.
20. -, "Rate distortion region for distributed source coding of correlated Gaussian remote sources," Proceedings of the 2008 IEEE International Symposium on Information Theory, Toronto, Canada, July 6-11, pp. 41-45, 2008.
21. -, "Distributed source coding of correlated Gaussian observations," Proceedings of the 2008 International Symposium on Information Theory and its Applications, Auckland, New Zealand, December 7-10, pp. 1441-1446, 2008.
22. -, "Distributed source coding of correlated Gaussian remote sources," preprint; available at http://arxiv.org/PScache/arxiv/pdf/0904/ 0904.0751v3.pdf.
23. -, "Distributed source coding system for correlated Gaussian remote sources," Proceedings of the 2009 IEEE Information Theory Workshop, Taormina, Sicily, Italy, Oct. 11-16, pp. 193-197, 2009.
24. -, "Distributed source coding for correlated memoryless Gaussian sources," preprint; available at http://arxiv.org/PS cache/arxiv/pdf/0908/ 0908.3982v4.pdf.
25. Y. Yang and Z. Xiong, "On general distributed source coding of correlated Gaussian remote sources," Proceedings of the 2010 IEEE Information Theory Workshop, Kairo, Egypt, Jan 6-8, pp. 264-268, 2010.