Censoring sensors: a low-communication-rate scheme for distributed detection

IEEE Transactions on Aerospace and Electronic Systems

Volumn 32, Issue 2, 1996, Pages 554-568

  Rago, Constantino ^a  

^a UNIVERSITY OF CONNECTICUT   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONSTRAINT THEORY; DATA COMMUNICATION SYSTEMS; ERRORS; FEEDBACK; PROBABILITY; SIGNAL DETECTION;

BINARY TRANSMISSION; COMMUNICATION RATE CONSTRAINT; DISTRIBUTED DETECTION; ERROR PROBABILITY; LOCAL LIKELIHOOD RATIO;

SENSORS;

EID: 0030128940     PISSN: 00189251     EISSN: None     Source Type: Journal    
DOI: 10.1109/7.489500     Document Type: Article

References (16)

1. Alhakeem, S., and Varshney, P. (1990) A Bayesian formulation of decentralized detection systems with feedback. In Proceedings of the 1990 Conference on Information Sciences and Systems, Princeton, NJ, March 1990, 415-420.
2. Chair, Z., and Varshney, P. (1986) Optimal data fusion in multiple sensor detection. IEEE Transactions on Aerospace and Electronic Systems, AES-22, 1 (Jan. 1986), 98-101.
3. Elias-Fusté. A. R., Broquetas-Ibars, A., Antequcra, J. P., and Yuste, J. R. (1992) CFAR data fusion center with inhomogeneous receivers. IEEE Transactions on Aerospace snd Electronic Systems, 28, 1 (Jan. 1992), 276-285.
4. Kassam, S. A. (1988) Signal Detection in Non-Gaussian Noise. New York: Springer-Verlag, 1988.
5. Levanon, N. (1988) Radar Principles. New York: Wiley, 1988.
6. Longo, M., Lookabaugh, T., and Gray, R. M. (1990) Quantization for decentralized hypothesis testing under a communication constraint. IEEE Transactions on Information Theory, 36, 2 (Mar. 1990), 241-255.
7. Poor, H. V. (1987) An Introduction to Signal Detection and Estimation. New York: Springer-Verlag, 1987.
8. Reibman, A. R., and Nolte, L. W. (1987) Optimal detection and performance of distributed sensor systems. IEEE Transactions on Aerospace and Electronic Systems, AES-23, 1 (Jan. 1987), 24-30.
9. Rago, C., Willett, P., and Bar-Shalom, Y. (1993) A low communication rate scheme for distributed detection. In Proceedings of the 1993 American Control Conference, San Francisco, CA, June 1993, 166-170.
10. Rago, C., Willett, P., and Bar-Shalom, Y. (1993) Practical considerations in censored distributed detection systems. In Proceedings of the 1993 American Control Conference, San Francisco, CA, June 1993, 864-868.
11. Chung, K. L. (1974) A Course in Probability Theory (2nd ed.). New York: Academic Press, 1974.
12. Swaszek, P. F., and Willett, P. (1992) Centralized performance in decentralized detection via feedback. In Proceedings of the 1992 Conference on Information Science and Systems, Princeton, NJ, March 1992, 984-988.
13. Tenney, R., and Sandell, N. (1981) Detection with distributed sensors. IEEE Transactions on Aerospace and Electronic Systems, AES-17, 4 (July 1981), 501-510.
14. Tober, B., Willett, P., and Swaszek, P. (1992) Fully-connected non-hierarchical decentralized detection networks. In Proceedings of the 1992 Conference on Control Applications, Dayton, OH, Sept. 1992, 404-409.
15. Warren, D., and Willett, P. (1989) Optimal decentralized detection for conditionally independent sensors. In Proceeding of the 1989 American Control Conference, Pittsburgh, June 1989, 1326-1329.
16. Tsitsiklis, J. (1993) Decentralized detection. In Advances in Statistical Signal Processing, Vol. 2. H. V. Poor, Ed., JAI Press, 1993, 297-344.