• DocumentCode
    147192
  • Title

    Performance comparision of α-β-γ filter and kalman filter for CA, NCA target tracking using bistatic range and range rate measurements

  • Author

    Sri Ram Kumar, R. ; Venkata Ramaiah, M. ; Ravi Kumar, J.

  • fYear
    2014
  • fDate
    3-5 April 2014
  • Firstpage
    1462
  • Lastpage
    1466
  • Abstract
    This paper investigates problem of maneuvering target tracking, using multiple bi-static range and range rate measurements from multiple bi-static radars, constituting a multistatic radar. This paper mainly concentrates on multi-lateration, used to determine the target position and velocity, which are quite erroneous, as the measurements are noisy. To remove the effect of the process and measurement noise involved, these measurements from the multi-static radar system are fed as inputs to the filtering algorithms. This paper mainly compares the performance of two filters namely α-β-γ filter and kalman filter. The performance is compared in terms of Root mean square error.
  • Keywords
    Kalman filters; mean square error methods; radar tracking; target tracking; α-β-γ filter; NCA; bistatic radars; bistatic range measurements; kalman filter; maneuvering target tracking; multistatic radar system; range rate measurements; root mean square error; Measurement uncertainty; Velocity measurement; Zirconium; Alpha-Beta filter; Bi-static range and range rate; Multi-static radar system; Multilateration; Root mean square error(RMSE); kalman filter; process and measurement noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications and Signal Processing (ICCSP), 2014 International Conference on
  • Conference_Location
    Melmaruvathur
  • Print_ISBN
    978-1-4799-3357-0
  • Type

    conf

  • DOI
    10.1109/ICCSP.2014.6950091
  • Filename
    6950091