The sufficiency principle for decentralized data reduction

IEEE International Symposium on Information Theory - Proceedings

Volumn , Issue , 2012, Pages 319-323

  Xu, Ge ^a   Chen, Biao ^a  

^a SYRACUSE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONDITIONAL INDEPENDENCES; DISTRIBUTED SOURCE CODING; HIDDEN VARIABLE; INFERENCE SYSTEMS; PARALLEL NETWORK; SUFFICIENT STATISTICS; TANDEM NETWORKS;

INFORMATION THEORY;

DATA REDUCTION;

EID: 84867565951     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIT.2012.6284199     Document Type: Conference Paper

References (17)

1. R. A. Fisher, "On the mathematical foundations of theoretical statistics," in Philosophical Transactions of the Royal Society of London. Series A, 1922, vol. 222, pp. 309-368.
2. G. Casella and R. L. Berger, Statistical Inference, Duxbury, Belmont, CA, 1990.
3. E.L. Lehmann and G. Casella, Thoery of Point Estimation, springer, New York, 2nd edition, 1998.
4. T.M. Cover and J.A. Thomas, Elements of Information Theory, Wiley, New York, 2nd edition, 2006.
5. R. Viswanathan, "A note on distributed estimation and sufficiency," IEEE Trans.Inf. Theory, vol. 39, no. 5, pp. 1765-1767, Sep. 1993.
6. E. B. Hall, A. E. Wessel, and G. L. Wise, "Some aspects of fusion in estimation theory," IEEE Trans. Inf. Theory, vol. 37, pp. 420-422, 1991.
7. P. Ishwar, R. Puri, K. Ramchandran, and S. S. Pradhan, "On rate-constrained distributed estimation in unreliable sensor networks," IEEE Journal on Seleted Areas in Communications, pp. 765-775, April 2005.
8. J. N. Tsitsiklis, "Decentralized detection," in Advances in Statistical Signal Processing, H. V. Poor and Eds. JAI Press J. B. Thomas, Eds., Greenwich, CT, 1993.
9. B. Chen and P.K. Willett, "On the optimality of likelihood ratio test for local sensor decisions in the presence of non-ideal channels," IEEE Trans.Inf. Theory, vol. 51, pp. 693-699, Feb. 2005.
10. H. Chen, B. Chen, and P.K. Varshney, "Further results on the optimality of likelihood ratio quantizer for distributed detection in non-ideal channels," IEEE Trans.Inf. Theory, vol. 55, pp. 828-832, Feb. 2009.
11. J.N. Tsitsiklis and M. Athans, "On the complexity of decentralized decision making and detection problems," IEEE Trans. on Automatic Control, vol. 30, pp. 440-446, May 1985.
12. H. Chen, B. Chen, and P.K. Varshney, "A new framework for distributed detection with conditionally dependent observations," IEEE Trans. Signal Processing, vol. 60, no. 3, pp. 1409-1419, Mar. 2012.
13. F. Peng, H. Chen, and B. Chen, "On energy detection for cooperative spectrum sensing," in Proc. of the 46th Conference on Information Sciences and Systems, Princeton, NJ, March 2012.
14. K. Eswaran and M. Gastpar, "Rate loss in the CEO problem," in Proc. of the 39th Conference on Information Sciences and Systems, Baltimore, MD, March 2005.
15. R. F. Ahlswede and J. Köner, "Source coding with side information and a converse for degraded broadcast channels ," IEEE Trans. Inf. Theory, vol. 21, pp. 629-637, May 1975.
16. A. D. Wyner, "On source coding with side information at the decoder," IEEE Trans. Inf. Theory, vol. 21, pp. 294-300, May 1975.
17. S. Kamath and V. Anantharam, "A new dual to the Gács- Körner common information defined via the Gray-Wyner system," in Proc. Annual Allerton Conference on Communications, Control and Computing, Monticello, IL, Sep. 2010.