Blind adaptive decision fusion for distributed detection

IEEE Transactions on Aerospace and Electronic Systems

Volumn 39, Issue 1, 2003, Pages 34-52

  Mirjalily, Ghasem ^a   Luo, Zhi Quan ^b   Davidson, Timothy N ^b   Bossé, Élo ^c  

^a YAZD UNIVERSITY   (Iran)

^b MCMASTER UNIVERSITY   (Canada)

^c DEFENCE RESEARCH AND DEVELOPMENT CANADA VALCARTIER   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; COMPUTER SIMULATION; DECISION THEORY; ERRORS; PROBABILITY; SIGNAL DETECTION; STATISTICS;

BLIND ADAPTIVE DECISION FUSION; DISTRIBUTED DETECTION;

SENSOR DATA FUSION;

EID: 0038078503     PISSN: 00189251     EISSN: None     Source Type: Journal    
DOI: 10.1109/TAES.2003.1188892     Document Type: Article

References (14)

1. Ansari, N., Hou, E., Zhu, B., and Chen, J. (1996) An adaptive fusion model for distributed detection systems. IEEE Transactions on Aerospace and Electronic Systems, 32, 2 (1996), 524-531.
2. Ansari, N., Chen, J-G., and Zhang Y-Z. (1997) Adaptive decision fusion for unequiprobable sources. IEE Proceedings on Radar, Sonar, Navigation, 144, 3 (June 1997), 105-111.
3. Blum, J. R. (1954) Approximation methods which converge with probability one. Annals of Mathematical Statistics, 25, 2 (June 1954), 382-388.
4. Chair, Z., and Varshney, P. (1986) Optimum data fusion in multiple sensor detection systems. IEEE Transactions on Aerospace and Electronic Systems, 22, 1 (1986), 98-101.
5. Chen, J., and Ansari, N. (1998) Adaptive fusion of correlated local decisions. IEEE Transactions on Systems, Man and Cybernetics - Part C: Applications and Reviews, 28, 2 (1998), 276-281.
6. Drakopoulos, E., and Lee, C. (1991) Optimum multi-sensor fusion of correlated local decision. IEEE Transactions on Aerospace and Electronic Systems, 27 (July 1991), 593-605.
7. Kam, M., Zhu, Q., and Gray, W. S. Optimum data fusion of correlated local decisions in multiple sensor detection systems. IEEE Transactions on Aerospace and Electronic Systems, 28 (July 1992), 916-920.
8. Lee, C., and Chao, J. (1989) Optimal local decision space partitioning for distributed detection. IEEE Transactions on Aerospace and Electronic Systems, 25, 4 (1989), 536-544.
9. Naim A., and Kam, M. (1994) On-line estimation of probabilities for distributed bayesian detection. Automatica, 30, 4 (1994), 633-642.
10. Robbins, H., and Monro, S. (1951) A stochastic approximation method. Annals of Mathematical Statistics, 22 (1951), 400-407.
11. Thomopoulos, S., Viswanathan, R., and Bougoulias, D. (1987) Optimal decision fusion in multiple sensor systems. IEEE Transactions on Aerospace and Electronic Systems, AES-23, 5 (1987), 644-665.
12. Thomopoulos, S., Viswanathan, R., and Bougoulias, D. (1989) Optimal distributed decision fusion. IEEE Transactions on Aerospace and Electronic Systems, 25 (Sept. 1989), 761-765.
13. Tsitsiklis, J. N., and Athans, M. (1985) On the complexity of distributed decision problems. IEEE Transactions on Automatic Control, AC-30 (May 1985), 440-446.
14. Viswanathan, R., and Varshney, P. (1997) Distributed detection with multiple sensors: Part I - Fundamentals. Proceedings of the IEEE, 85, 1 (1997), 54-63.