• DocumentCode
    990162
  • Title

    Tracking Wide-Band Targets Having Significant Doppler Shift

  • Author

    Teal, Paul D.

  • Author_Institution
    Victoria Univ. of Wellington
  • Volume
    15
  • Issue
    2
  • fYear
    2007
  • Firstpage
    489
  • Lastpage
    497
  • 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 relatively straightforward adaptation 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 are derived. These may 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. The computation required for implementing a system based on the model is at present prohibitive
  • Keywords
    Doppler shift; Gaussian processes; acoustic signal processing; maximum likelihood estimation; particle filtering (numerical methods); target tracking; Doppler shift; Gaussian approximation; acoustic targets; beam forming techniques; maximum likelihood solution; particle filtering applications; subsonic sources; supersonic sources; wide-band targets tracking; Acoustic beams; Acoustic sensors; Bandwidth; Doppler shift; Frequency; Narrowband; Radar tracking; Sensor arrays; Target tracking; Wideband; Acoustic target; Doppler shift; particle filter; subsonic; supersonic;
  • fLanguage
    English
  • Journal_Title
    Audio, Speech, and Language Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1558-7916
  • Type

    jour

  • DOI
    10.1109/TASL.2006.881690
  • Filename
    4067052