DocumentCode
2127242
Title
Performance evaluation and comparison of variable structure multiple-model algorithms for tracking maneuvering radar targets
Author
Jilkov, V P ; Angelova, D S
Author_Institution
Laboratory for Parallel and Distributed Processing, Bulgarian Academy of Sciences, "Acad G. Bonchev" St, Bl. 25-A, 1113 Sofia, Bulgaria. E-mail: VPJILKOV@BGCICT.ACAD.BG
Volume
1
fYear
1996
fDate
6-13 Sept. 1996
Firstpage
332
Lastpage
336
Abstract
The variable structure approach to multiple model state estimation for hybrid systems is utilized for radar tracking of manoeuvering aircraft. An adaptive digraph switching interacting multiple model tracking filter is developed. By computer simulation it is shown that the implemented versions of the proposed variable structure tracking filter significantly outperform the corresponding fixed structure versions with respect to performance-to-computational load ratio.
Keywords
Adaptive filters; Aircraft; Computer simulation; Noise measurement; Radar tracking; State estimation; Stochastic systems; Target tracking; Time measurement; Time varying systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Microwave Conference, 1996. 26th European
Conference_Location
Prague, Czech Republic
Type
conf
DOI
10.1109/EUMA.1996.337584
Filename
4138639
Link To Document