DocumentCode :
2449089
Title :
Exploitation of bistatic doppler measurements in multistatic tracking
Author :
Lang, Thomas ; Hayes, Geoff
Author_Institution :
Gen. Dynamics Canada, Ottawa
fYear :
2007
fDate :
9-12 July 2007
Firstpage :
1
Lastpage :
8
Abstract :
The exploitation of bistatic Doppler measurements for multistatic tracking is considered. It is found through simulation, that, while the velocity estimation of the standard extended Kalman filter is improved in monostotic situations and multistatic situations where measurement errors are small, a degradation in performance is observed in multistatic situations where the measurement errors are realistically large. A bistatic modification to the alternate EKF of Bizup and Brown (2003) is proposed as a means of exploiting bistatic Doppler measurements in realistic multistatic situations. Simulation results confirm that the proposed filter outperforms the standard EKF and can produce significantly improved target velocity estimates when Doppler measurements are exploited in multistatic applications.
Keywords :
Doppler measurement; Kalman filters; measurement errors; military systems; nonlinear filters; sonar tracking; target tracking; tracking filters; bistatic Doppler measurements; extended Kalman filter; measurement errors; multistatic tracking; velocity estimation; Acoustic sensors; Doppler measurements; Information geometry; Marine vehicles; Military aircraft; Radar tracking; Sensor arrays; Sonar measurements; Target tracking; Underwater vehicles; Kalman filtering; Tracking; bistatic; multistatics; nonlinear state estimation; sonar;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Fusion, 2007 10th International Conference on
Conference_Location :
Quebec, Que.
Print_ISBN :
978-0-662-45804-3
Electronic_ISBN :
978-0-662-45804-3
Type :
conf
DOI :
10.1109/ICIF.2007.4408019
Filename :
4408019
Link To Document :
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