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