• DocumentCode
    726798
  • Title

    Range only target localization in multi-static passive radar system: A gradient descent approach

  • Author

    Alakkari, Salaheddin ; Jamil, Khalid ; Alhumaidi, Sami

  • Author_Institution
    Prince Sultan Adv. Technol. Res. Inst., King Saud Univ., Riyadh, Saudi Arabia
  • fYear
    2015
  • fDate
    10-12 June 2015
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this study, we present an iterative method for finding target position using only range measurements from multi-static passive radar system. We formulate an optimization problem and use the gradient descent approach to locate target position. In addition, we show that for multi-receiver-single-transmitter system, our method requires only three receivers in order to converge to the correct position without having local minima problem. Furthermore, we conduct Monte-Carlo simulation to evaluate the mean time and accuracy of our approach. Our method can be implemented in real-time and hence it can be applied in real-life situations.
  • Keywords
    Monte Carlo methods; gradient methods; optimisation; passive radar; radar receivers; radar transmitters; Monte Carlo simulation; gradient descent approach; iterative method; multireceiver-single transmitter system; multistatic passive radar system; optimization problem; range measurement; range only target localization; Accuracy; Passive radar; Position measurement; Receivers; Target tracking; Transmitters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Symposium (SPSympo), 2015
  • Conference_Location
    Debe
  • Type

    conf

  • DOI
    10.1109/SPS.2015.7168266
  • Filename
    7168266