A Maximum Likelihood Approach to Data Association

IEEE Transactions on Aerospace and Electronic Systems

Volumn 28, Issue 2, 1992, Pages 560-566

  Avitzour, Daniel ^a  

^a Elta Electronics Industries Ltd   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

MEASUREMENT THEORY; PROBABILITY; SIGNAL PROCESSING;

DATA ASSOCIATION; EM ALGORITHM; LINEAR GAUSSIAN TARGET MODEL; MULTITARGET TRAJECTORY ESTIMATON;

RADAR;

EID: 0026846001     PISSN: 00189251     EISSN: None     Source Type: Journal    
DOI: 10.1109/7.144581     Document Type: Article

References (8)

1. Bar-Shalom, Y., and Fortman, T. E. (1988) Tracking and Data Association. Orlando, FL: Academic Press, 1988.
2. Blackman, S. S. (1986) Multiple Target Tracking with Radar Applications. Dedham, MA: Artech House, 1986.
3. Dempster, A. P., Laird, N. M., and Rubin, D. B. (1977) Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistics Society, Ser. 38 (1977), 1–38.
4. Jeff Wu, C. F. (1983) On the convergence properties of the EM algorithm. Annals of Statistics, 11, 1 (1983), 95–103.
5. Avitzour, D. Termination rule for EM iterations. Submitted for publication.
6. Lindgren, A. G., Izra, J., and Nardone, S. C. (1986) Trajectory estimation with uncertain and nonassociated data. IEEE Transactions on Aerospace and Electronic Systems, AES-22, 1 (1986), 71–78.
7. More field, C. L. (1977) Application of 0–1 integer programming to multi-target tracking problems. IEEE Transactions on Automatic Control, AC-22 (1977), 302–312.
8. Pattipati, K. R., and Deb, S. (1989) Application of assignment algorithms with applications to the passive sensor association problem. Presented at the IEEE International Control Conference, Jerusalem, 1989.