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
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;
Conference_Titel :
Microwave Conference, 1996. 26th European
Conference_Location :
Prague, Czech Republic
DOI :
10.1109/EUMA.1996.337584