• 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