• DocumentCode
    2127242
  • Title

    Performance evaluation and comparison of variable structure multiple-model algorithms for tracking maneuvering radar targets

  • Author

    Jilkov, V P ; Angelova, D S

  • Author_Institution
    Laboratory for Parallel and Distributed Processing, Bulgarian Academy of Sciences, "Acad G. Bonchev" St, Bl. 25-A, 1113 Sofia, Bulgaria. E-mail: VPJILKOV@BGCICT.ACAD.BG
  • Volume
    1
  • fYear
    1996
  • fDate
    6-13 Sept. 1996
  • Firstpage
    332
  • Lastpage
    336
  • Abstract
    The variable structure approach to multiple model state estimation for hybrid systems is utilized for radar tracking of manoeuvering aircraft. An adaptive digraph switching interacting multiple model tracking filter is developed. By computer simulation it is shown that the implemented versions of the proposed variable structure tracking filter significantly outperform the corresponding fixed structure versions with respect to performance-to-computational load ratio.
  • Keywords
    Adaptive filters; Aircraft; Computer simulation; Noise measurement; Radar tracking; State estimation; Stochastic systems; Target tracking; Time measurement; Time varying systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Microwave Conference, 1996. 26th European
  • Conference_Location
    Prague, Czech Republic
  • Type

    conf

  • DOI
    10.1109/EUMA.1996.337584
  • Filename
    4138639