Simple counting rule for optimal data fusion

IEEE Conference on Control Applications - Proceedings

Volumn 2, Issue , 2003, Pages 1186-1191

  Mansouri, Naghmeh ^a   Fathi, Madjid ^b  

^a FERDOWSI UNIVERSITY OF MASHHAD   (Iran)

^b FAMU FSU COLLEGE OF ENGINEERING   (United States)

Author keywords

Data fusion; Distributed detection systems; Reinforcement learning; Sensor fusion

Indexed keywords

ESTIMATION; LEARNING SYSTEMS; MATHEMATICAL MODELS; PROBABILITY; SENSOR DATA FUSION; STATISTICAL METHODS;

ADAPTIVE FUSION MODEL; DISTRIBUTED DETECTION SYSTEMS; OPTIMAL DATA FUSION; PROBABILITY OF DETECTION; PROBABILITY OF FALSE ALARM; REINFORCEMENT LEARNING;

OPTIMAL CONTROL SYSTEMS;

EID: 0344495553     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. N. Ansari, J.G. Chen and Y.Z. Zhiang, "Adaptive Detection Fusion for Unequiprobable Sources", IEE Proceedings on Radar, Sonar and Navigation, Vol. 114, Issue 3, pp. 105-111, 1997.
2. N. Ansari, E.S.H. Hou, B.O. Zhu and J.G. Chen, "Adaptive Fusion by Reinforcement Learning for Distributed Detection Systems", IEEE Transactions on Aerospace and Electronic Systems, Vol. 32, Issue 2, pp. 524-531, 1996.
3. J.P. Antequera, A. Broquetas-Ibars, A.R. Elias-Fuste and J.C.M. Yuste, "CFAR data fusion center with inhomogeneous receivers", IEEE Transaction on Aerospace and Electronic Systems, Vol. 28, Issue 1, pp. 276-285, 1992.
4. W. Baek and S. Bommareddy, "Optimal m-ary data fusion with distributed sensors", IEEE Transaction on Aerospace and Electronic Systems, Vol. 31, Issue 3, pp. 1150-1152, 1995.
5. Z. Chair and P.K. Varshney, "Optimal Data Fusion in Multiple Sensor Detection Systems", IEEE Transactions on Aerospace and Electronic Systems, AES-22, pp. 98-101, 1986.
6. J.D. Echard, "Estimation of Radar and False Alarm Probabilities", IEEE Transactions on Aerospace and Electronic Systems, Vol. 27, Issue 2, pp. 247-254, 1991.
7. W. Jinsong, W. Qi, W. Pin and C. Xiaozhu, "An optimum data fusion algorithm for distributed detection system", in 5th International Conference on Signal Processing Proceedings, WCCC-ICSP, Vol. 3, pp. 1487-1491, 2000.
8. T. Li, "Distributed Decision Fusion in the Presence of Link Failures", IEEE Transactions on Aerospace and Electronic Systems, Vol. 32, Issue 2, pp.661-667, 1996.
9. T. Li and I.K. Sethi, "Optimal Multiple Level Decision Fusion with Distributed Sensors", IEEE Transactions on Aerospace and Electronic Systems, Vol. 29, Issue 4, pp. 1252-1259, 1993.
10. R.R. Tenney and N.R. Sandell, "Detection with Distributed Sensors", IEEE Transactions on Aerospace and Electronic Systems, AES-17, pp. 501-510, 1981.
11. S.C.A. Thomopoulos, R. Viswanathan and D.C. Bougoulias, "Optimal Decision Fusion in Multiple Sensor Systems", IEEE Transactions on Aerospace and Electronic Systems, AES-23, pp. 644-653, 1987.