• DocumentCode
    536385
  • Title

    Research on α-β adaptive dual-channel filtering algorithm based on low-speed target

  • Author

    Liu, Geng ; Xia, Xue-Zhi ; Wu, Han-Bao

  • Author_Institution
    Wuhan Digital Eng. Inst., Wuhan, China
  • Volume
    1
  • fYear
    2010
  • fDate
    29-31 Oct. 2010
  • Firstpage
    853
  • Lastpage
    855
  • Abstract
    α-β filtering method is often applied to low-speed target tracking filtering, but it is not suitable for the strong maneuvering target tracking. Therefore, an adaptive dual-channel α-β filtering algorithm is proposed to solve the problem above. The algorithm can choose the right channel to improve the filtering effect according to the values´ difference between observations and forecasts. This paper introduces the principle of dual-channel filter and verifies its positive effectiveness by contrast experiments.
  • Keywords
    filtering theory; target tracking; dual-channel filtering algorithm; low-speed target; target tracking filtering; Adaptation model; Filtering; Target tracking; α-β tracking filter; dual-channel filter; target tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computing and Intelligent Systems (ICIS), 2010 IEEE International Conference on
  • Conference_Location
    Xiamen
  • Print_ISBN
    978-1-4244-6582-8
  • Type

    conf

  • DOI
    10.1109/ICICISYS.2010.5658807
  • Filename
    5658807