• DocumentCode
    2952358
  • Title

    An improved passive location algorithm based on UKF

  • Author

    Yang, Xiaojun ; Lu, Fang ; Liu, Gang ; Guo, Jinku ; Xu, You ; Wang, Rong

  • Author_Institution
    Tsinghua Univ., Beijing, China
  • fYear
    2009
  • fDate
    13-15 Nov. 2009
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    With the merits as far responding distance, hiding receiving and easy-deploying, the single observation passive location has a broad application in military domain and plays an important part in passive radar, navigation and aerospace, etc. With the information of phase-difference, phase-difference rate of change and Doppler frequency rate of change, a new algorithm called PFRC, based on EKF, is proposed. Compared with two popular passive location methods which are bearing-only (BO) and phase-difference rate of change (PRC), the PFRC has good performance in that it has higher precision and higher speed. However, the linearization processing of the EKF introduces truncation error, which degrades the estimation precision. In order to reduce the error, based on the PFRC and the unscented transform, an improved passive location algorithm is proposed. Simulation results show that the proposed algorithm has better estimation precision.
  • Keywords
    Kalman filters; transforms; An; Doppler frequency rate-of-change; EKF; PFRC; UKF; bearing-only passive location algorithm; estimation precision; extended Kalman filter; improved passive location algorithm; linearization processing; military domain; passive radar; phase-difference rate-of-change; single-observation passive location; unscented Kalman filter; unscented transform; Electromagnetic scattering; Finite wordlength effects; Frequency measurement; Geophysical measurements; Military equipment; Navigation; Nonlinear systems; Partial response channels; Phase measurement; Position measurement; EKF; UKF; linearization; passive location; phase-difference;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications & Signal Processing, 2009. WCSP 2009. International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4244-4856-2
  • Electronic_ISBN
    978-1-4244-5668-0
  • Type

    conf

  • DOI
    10.1109/WCSP.2009.5371649
  • Filename
    5371649