To cooperate or not to cooperate: Detection strategies in sensor networks

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 3, Issue , 2004, Pages

  Lexa, Michael A ^a   Rozell, Christopher J ^a   Sinanović, Sinan ^a   Johnson, Don H ^a  

^a Rice University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION TRANSFER RATIO; KULLBACK-LEIBLER (KL); MARKOVIAN STRUCTURES; SENSOR NETWORKS;

DATA PROCESSING; DECISION MAKING; LAGRANGE MULTIPLIERS; LEARNING SYSTEMS; MARKOV PROCESSES; OPTIMIZATION; PROBABILITY DENSITY FUNCTION; PROBABILITY DISTRIBUTIONS; SET THEORY; THEOREM PROVING;

SENSORS;

EID: 4544384068     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. S. Sinanović and D.H. Johnson, "Asymptotic rates of the information transfer ratio," Proceedings of the International Conference on Acoutics, Speech, and Signal Processing (ICASSP'02), vol. 2, pp. 1505-1508, 2002.
2. R. Visvanathan and P. Varshney, "Distributed detection with multiple sensors: Part IFundamentals," Proc. of the IEEE, vol. 85, no. 1, pp. 54-63, Jan 1997.
3. M. Hellman and T. Cover, "Learning with finite memory," The Annals of Mathematical Statistics, vol. 41, no. 3, pp. 765-782, Jun 1970.
4. S. Kullback, Information Theory and Statistics, Wiley, New York, 1959.
5. T.M. Cover and J.A. Thomas, Elements of Information Theory, Wiley, 1991.
6. Z.B. Tang, K.R. Pattipati, and D.L. Kleinman, "Optimization of detection networks: Part ITandem structures," IEEE Trans. on Systems, Man, and Cybernetics, vol. 21, no. 5, pp. 1044-1059, Sep 1991.
7. D.H. Johnson and G. Orsak, "Relation of signal set choice to the performance of optimal non-Gaussian detectors," IEEE Trans. on Communications, vol. 41, no. 9, pp. 1319-1328, Sep. 1993.
8. J.R. Norris, Markov Chains, Cambridge University Press, 1997.