Distributed source coding of correlated gaussian remote sources

IEEE Transactions on Information Theory

Volumn 58, Issue 8, 2012, Pages 5059-5085

  Oohama, Yasutada ^a  

^a UNIVERSITY OF ELECTRO COMMUNICATIONS   (Japan)

Author keywords

Distributed source coding; Gaussian remote sources; inner and outer bounds; matching condition; rate distortion region

Indexed keywords

DISTRIBUTED SOURCE CODING; GAUSSIANS; MATCHING CONDITION; OUTER BOUNDS; RATE DISTORTION REGION;

COMMUNICATION CHANNELS (INFORMATION THEORY); GAUSSIAN DISTRIBUTION;

SIGNAL ENCODING;

EID: 84863885340     PISSN: 00189448     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIT.2012.2201347     Document Type: Article

References (30)

1. D. Slepian and J. K.Wolf, "Noiseless coding of correlated information sources," IEEE Trans. Inf. Theory, vol. IT-19, no. 4, pp. 471-480, Jul. 1973.
2. T. M. Cover, "A proof of the data compression theorem of Slepian and Wolf for ergodic sources," IEEE Trans. Inf. Theory, vol. IT-21, no. 4, pp. 226-228, Jul. 1975.
3. A. D. Wyner and J. Ziv, "The rate-distortion function for source coding with side information at the decoder," IEEE Trans. Inf. Theory, vol. IT-22, no. 1, pp. 1-10, Jan. 1976.
4. A. D.Wyner, "The rate-distortion function for source coding with side information at the decoder-II: General sources," Inf. Control, vol. 38, pp. 60-80, Jul. 1978.
5. T. Berger, "Multiterminal Source Coding," in The Information Theory Approach to Communications, ser. CISM Courses and Lectures, 229, G. Longo, Ed. New York: Springer-Verlag, 1978, pp. 171-231.
6. S. Y. Tung, "Multiterminal source coding," Ph.D. dissertation, School Electr. Eng., Cornell University, Ithaca, NY,May 1978.
7. 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. Inf. Theory, vol. IT-25, no. 6, pp. 664-666, Nov. 1979. (Pubitemid 10432036)
8. A. H. Kaspi and T. Berger, "Rate-distortion for correlated sources with partially separated encoders," IEEE Trans. Inf. Theory, vol. IT-28, no. 6, pp. 828-840, Nov. 1982. (Pubitemid 13464457)
9. T. Berger and R. W. Yeung, "Multiterminal source encoding with one distortion criterion," IEEE Trans. Inf. Theory, vol. IT-35, no. 2, pp. 228-236, Mar. 1989.
10. Y. Oohama, "Gaussian multiterminal source coding," IEEE Trans. Inf. Theory, vol. 43, no. 6, pp. 1912-1923, Nov. 1997. (Pubitemid 127826481)
11. 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, no. 5, pp. 1938-1961, May 2008. (Pubitemid 351689542)
12. J. Wang, J. Chen, and X. Wu, "On the minimum sum rate of Gaussian multiterminal source coding: New proofs and results," IEEE Trans. Inf. Theory, vol. 56, no. 8, pp. 3946-3960, Aug. 2010.
13. Y. Oohama, "On the rate distortion region of Gaussian multiterminal source coding," in Proc. Int. Symp. Inf. Theory Appl., Taichung, Taiwan, Oct. 17-20, 2010, pp. 714-719.
14. Y. Oohama, "Characterization of a part of the rate distortion region for the Gaussian multiterminal source coding," in Proc. IEEE Int. Symp. Inf. Theory, St. Petersburg, Russia, Jul.-Aug. 31-5, 2011, pp. 154-158.
15. Y. Oohama, Distributed source coding of correlated Gaussian sources [Online]. Available: http://arxiv.org/abs/1007.4418.
16. H. Yamamoto and K. Itoh, "Source coding theory for multiterminal communication systems with a remote source," Trans. IECE Jpn., vol. E63, no. 10, pp. 700-706, Oct. 1980. (Pubitemid 11459988)
17. T. J. Flynn and R. M. Gray, "Encoding of correlated observations," IEEE Trans. Inf. Theory, vol. IT-33, no. 6, pp. 773-787, Nov. 1987.
18. H. Viswanathan and T. Berger, "The quadratic Gaussian CEO problem," IEEE Trans. Inf. Theory, vol. 43, no. 5, pp. 1549-1559, Sep. 1997. (Pubitemid 127826435)
19. Y. Oohama, "The rate-distortion function for the quadratic Gaussian CEO problem," IEEE Trans. Inf. Theory, vol. 44, no. 3, pp. 1057-1070, May 1998. (Pubitemid 128743266)
20. Y. Oohama, "Rate-distortion theory for Gaussian multiterminal source coding systems with several side informations at the decoder," IEEE Trans. Inf. Theory, vol. 51, no. 7, pp. 2577-2593, Jul. 2005. (Pubitemid 41136408)
21. A. Pandya, A. Kansal, G. Pottie, and M. Srivastava, "Fidelity and resource sensitive data gathering," in Proc. 42nd Allerton Conf.,Allerton, IL, Oct. 2004, pp. 1841-1850.
22. Y. Oohama, "Rate distortion region for separate coding of correlated Gaussian remote observations," in Proc. 43rd Allerton Conf., Allerton, IL, Sep. 2005, pp. 2237-2246.
23. Y. Oohama, "Separate source coding of correlated Gaussian remote sources," presented at the presented at the Inf. Theory Appl. Inaugural Workshop, La Jolla, CA, Feb. 6-10, 2006.
24. Y. Oohama, "Rate distortion region for distributed source coding of correlated Gaussian remote sources," in Proc. IEEE Int. Symp. Inf. Theory, Toronto, ON, Canada, Jul. 6-11, 2008, pp. 41-45.
25. Y. Oohama, "Distributed source coding of correlated Gaussian observations," in Proc. Int. Symp. Inf. Theory Appl., Auckland, New Zealand, Dec. 7-10, 2008, pp. 1441-1446.
26. Y. Oohama, "Distributed source coding of correlated memoryless Gaussian observations," in Proc. IEEE Int. Symp. Inf. Theory, Austin, TX, Jun. 13-18, 2010, pp. 51-55.
27. Y. Yang, Y. Zhang, and Z. Xiong, "The generalized quadratic Gaussian CEO problem: New cases with tight rate region and applications," in Proc. IEEE Int. Symp. Inf. Theory, Austin, TX, Jun. 13-18, 2010, pp. 21-25.
28. S. Verdú and D. Guo, "A simple proof of the entropy power inequality," IEEE Trans. Inf. Theory, vol. 52, no. 5, pp. 2165-2166, May 2006.
29. J. Chen and J.Wang, "On the vector Gaussian CEO problem," in Proc. IEEE Int. Symp. Inf. Theory, St. Petersburg, Russia, Jul.-Aug. 31-5, 2011, pp. 2149-2153.
30. A. Dembo, "Bounds on the extreme eigenvalues of positive-definite Toeplizmatrices," IEEE Trans. Inf. Theory, vol. 34, no. 2, pp. 352-355, Mar. 1988. (Pubitemid 18639995)