• DocumentCode
    455375
  • Title

    Tracking Wide-Band Rapidly Moving Targets

  • Author

    Teal, Paul D.

  • Author_Institution
    Ind. Res. Limited, Lower Hutt
  • Volume
    4
  • fYear
    2006
  • fDate
    14-19 May 2006
  • Abstract
    A method is derived for passively locating wide-band targets (typically acoustic targets) which may be moving at speeds sufficient to produce significant Doppler shift. The method involves a generalisation of standard beam forming techniques. It is shown that conventional beam forming techniques have less discrimination in the direction of motion of the sources, whereas the proposed technique exhibits no such degradation. The derivative and Hessian of the likelihood function can be used for locating the maximum likelihood solution or for deriving a Gaussian approximation to the likelihood function for particle filtering applications. The expressions are applicable for subsonic and supersonic sources
  • Keywords
    Doppler shift; Gaussian processes; maximum likelihood estimation; particle filtering (numerical methods); target tracking; Doppler shift; Gaussian approximation; Hessian likelihood function; beam forming techniques; maximum likelihood solution; particle filtering applications; subsonic source; supersonic source; wide-band rapidly moving target tracking; Acoustic beams; Degradation; Doppler shift; Filtering; Frequency; Gaussian approximation; Narrowband; Sensor arrays; Target tracking; Wideband;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
  • Conference_Location
    Toulouse
  • ISSN
    1520-6149
  • Print_ISBN
    1-4244-0469-X
  • Type

    conf

  • DOI
    10.1109/ICASSP.2006.1661117
  • Filename
    1661117