• DocumentCode
    3369145
  • Title

    Performance of amplitude information PMHT algorithm for underwater target tracking

  • Author

    Ceylan, Serkan ; Efe, Murat

  • fYear
    2010
  • fDate
    22-24 April 2010
  • Firstpage
    455
  • Lastpage
    458
  • Abstract
    In spite of increased number of measurements PHMT algorithm is preferred for underwater multi target tracking because of properties like linearly increased computational complexity, ability to take more than one measurement for a target at a sampling time. Another important point of PMHT is its flexible and easily modifiable model. Underwater target tracking algorithms generally use range and bearing information for tracking. In sonar systems amplitude information is one of the outputs of signal processing and is used for declaring the target detection. According to different studies in literature amplitude information helps to solve the problem of target measurement ambiguity which is caused by highly cluttered underwater multi target tracking. Echo amplitude information is applied to the PHMT algorithm and the performance results are given in this paper.
  • Keywords
    computational complexity; object detection; probability; sonar signal processing; target tracking; amplitude information PMHT algorithm; computational complexity; high cluttered underwater multitarget tracking algorithms; probabilistic multihypothesis tracker algorithm; signal processing; sonar system amplitude information; target detection; target measurement; Probabilistic logic; Sonar detection; Target tracking; Time measurement; Wireless sensor networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications Conference (SIU), 2010 IEEE 18th
  • Conference_Location
    Diyarbakir
  • Print_ISBN
    978-1-4244-9672-3
  • Type

    conf

  • DOI
    10.1109/SIU.2010.5653697
  • Filename
    5653697