• DocumentCode
    770387
  • Title

    Survey of maneuvering target tracking. Part V. Multiple-model methods

  • Author

    Li, X. Rong ; Jilkov, Vesselin P.

  • Author_Institution
    Dept. of Electr. Eng., New Orleans Univ., LA, USA
  • Volume
    41
  • Issue
    4
  • fYear
    2005
  • Firstpage
    1255
  • Lastpage
    1321
  • Abstract
    This is the fifth part of a series of papers that provide a comprehensive survey of techniques for tracking maneuvering targets without addressing the so-called measurement-origin uncertainty. Part I and Part II deal with target motion models. Part III covers measurement models and associated techniques. Part IV is concerned with tracking techniques that are based on decisions regarding target maneuvers. This part surveys the multiple-model methods $the use of multiple models (and filters) simultaneously - which is the prevailing approach to maneuvering target tracking in recent years. The survey is presented in a structured way, centered around three generations of algorithms: autonomous, cooperating, and variable structure. It emphasizes the underpinning of each algorithm and covers various issues in algorithm design, application, and performance.
  • Keywords
    measurement uncertainty; target tracking; variable structure systems; autonomous algorithm; cooperating algorithm; maneuvering target tracking; measurement-origin uncertainty; multiple-model methods; variable structure algorithm; Algorithm design and analysis; Data processing; Filters; Hidden Markov models; Mathematical model; Measurement uncertainty; Pattern matching; Random variables; Signal processing; Target tracking;
  • fLanguage
    English
  • Journal_Title
    Aerospace and Electronic Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9251
  • Type

    jour

  • DOI
    10.1109/TAES.2005.1561886
  • Filename
    1561886