Multifilters for radar tracking of a maneuvering target-Viterbi vs. IMM

作者: A. Averbuch , S. Itzikowitz , T. Kapon

DOI: 10.1109/ICASSP.1991.150702

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摘要: The performances of the Viterbi and interacting multiple model (IMM) algorithms applied to radar tracking detection are investigated compared. In first case considered, target acceleration is identical one system models, while in second it not. algorithm performance depends monotonically on maximal magnitude difference between acceleration, time interval measurements, reciprocal measurement error standard deviation. general, when these parameters relatively large, both perform well. When they small, better. However, during delay periods, namely right after start a maneuver, IMM provides better estimations. >

参考文章(7)
P. Mookerjee, L. Campo, Y. Bar-Shalom, Estimation in systems with a semi-Markov switching model 26th IEEE Conference on Decision and Control. ,vol. 26, pp. 332- 334 ,(1987) , 10.1109/CDC.1987.272815
Klaus Schnepper, A comparison of GLR- and multiple model filters for a target tracking problem conference on decision and control. ,vol. 25, pp. 666- 670 ,(1986) , 10.1109/CDC.1986.267417
Norman Gholson, Richard Moose, Maneuvering Target Tracking Using Adaptive State Estimation IEEE Transactions on Aerospace and Electronic Systems. ,vol. 13, pp. 310- 317 ,(1977) , 10.1109/TAES.1977.308399
G.D. Forney, The viterbi algorithm Proceedings of the IEEE. ,vol. 61, pp. 268- 278 ,(1973) , 10.1109/PROC.1973.9030
C. Chang, M. Athans, State Estimation for Discrete Systems with Switching Parameters IEEE Transactions on Aerospace and Electronic Systems. ,vol. 14, pp. 418- 425 ,(1978) , 10.1109/TAES.1978.308603
A. Averbuch, S. Itzikowitz, T. Kapon, Parallel implementation of multiple model tracking algorithms IEEE Transactions on Parallel and Distributed Systems. ,vol. 2, pp. 242- 252 ,(1991) , 10.1109/71.89069
Henk P. Blom, Overlooked potential of systems with Markovian coefficients conference on decision and control. ,vol. 25, pp. 1758- 1764 ,(1986) , 10.1109/CDC.1986.267261