Asymptotically optimal quantization for detection in power constrained decentralized sensor networks

Proceedings of the American Control Conference

Volumn 2006, Issue , 2006, Pages 2060-2065

  Kashyap, Akshay ^a   Başar, Tamer ^a   Srikant, R ^a  

^a University of Illinois at Urbana Champaign   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ASYMPTOTIC ANALYSIS; BAYESIAN NETWORKS; CONSTRAINT THEORY; DECENTRALIZED CONTROL; DISTRIBUTED COMPUTER SYSTEMS; OPTIMAL SYSTEMS;

ASYMPTOTICALLY OPTIMAL QUANTIZATION; DECENTRALIZED SENSOR NETWORKS; OPTIMAL RULES; TWO VALUED HYPOTHESIS;

SENSOR NETWORKS;

EID: 34047205091     PISSN: 07431619     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/acc.2006.1656523     Document Type: Conference Paper

References (8)

1. J. Chamberland and V. V. Veeravalli, "Asymptotic results for decentralized detection in power constrained wirless sensor networks," IEEE Journal on Selected Areas in Communication, vol. 22, no. 6, pp. 1007-1015, 2004.
2. J. N. Tsitsiklis, "Extremal properties of likelihood-ratio quantizers," IEEE Transactions on Information Theory, vol. 41, no. 4, pp. 550-558, 1993.
3. _, "Decentralized detection," in Advances in Signal Processing. JAI Press, 1993.
4. H. Chernoff, "A measure of asymptotic efficiency for tests of a hypothesis based on a sum of observations," The Annals of Mathematical Statistics, vol. 23, pp. 493-507, 1952.
5. D. P. Bertsekas, Nonlinear Programming. Belmont, Massachusetts: Athena Scientific, 1999.
6. _, "Asymptotically optimal quantization for detection in power constrained decentralized sensor networks," in prepratration. Available at http://www.ifp.uiuc.edu/~kashyap/research.
7. H. L. Van Trees, Detection, Estimation, and Modulation Theory. New York: Wiley, 1968.
8. J. N. Tsitsiklis and M. Athans, "On the complexity of decentralized decision making and detection problems," IEEE Transactions on Automatic Control, vol. AC-30, no. 5, pp. 440-446, 1985.