• DocumentCode
    3266696
  • Title

    Tracking in Distributed Multisensor System Update with Out-of-Sequence Information

  • Author

    Xue-bo, Jin ; Lei-lei, Wang

  • Author_Institution
    Coll. of Inf. & Electron., Zhejiang Sci-Tech Univ., Hangzhou, China
  • Volume
    1
  • fYear
    2009
  • fDate
    6-7 June 2009
  • Firstpage
    301
  • Lastpage
    304
  • Abstract
    In multisensor target tracking systems measurements from the same target can arrive out of sequence. How to fuse out-of-sequence information is a very important problem for distributed multisensor target tracking systems. Local sensors send their track to a fusion center and then the fusing center uses these track data from one or more sensors to update. In this paper, we obtain the out-of-sequence track in fusion center for distributed multisensor system based on the assumption that each sensor transmits to the central tracker only the last updated state for each track and the corresponding covariance matrix. Then we present numerical results using simulated data for a scenario where a global tracker processes track data from two local trackers. The results show the distributed fusion here is perfectly compared with the out-of-sequence measurement method.
  • Keywords
    covariance matrices; sensor fusion; sequences; target tracking; covariance matrix; distributed multisensor system; fusion center; local sensor; multisensor target tracking system measurement; out-of-sequence measurement method; Covariance matrix; Current measurement; Delay; Fuses; Informatics; Multisensor systems; Sensor fusion; Sensor systems; State estimation; Target tracking; OOSM; OOST; out of sequence measurements; out of sequence track; out-of-sequence information; track fusion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Natural Computing, 2009. CINC '09. International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-0-7695-3645-3
  • Type

    conf

  • DOI
    10.1109/CINC.2009.37
  • Filename
    5231132