• DocumentCode
    113892
  • Title

    Optimal co-monitoring strategy for coupled dynamics with distributed Kalman filtering

  • Author

    Liew, Charles Z. ; Shaw, Raymond ; Shiyou Sun

  • Author_Institution
    ICT Tech Team, SmartSys Group, Hamilton, ON, Canada
  • fYear
    2014
  • fDate
    26-28 April 2014
  • Firstpage
    128
  • Lastpage
    131
  • Abstract
    In this brief paper, coupled heterogeneous dynamic has been discussed and an optimal co-estimation with distributed Kalman filter strategy is proposed for monitoring such dynamic with consideration of incomplete information scenario. The experiment result shows that proposed co-estimation strategy obtains better effect to estimate the state of coupled heterogeneous monitoring under the noisy environment compared to separate DKF.
  • Keywords
    Kalman filters; estimation theory; coupled heterogeneous dynamic; coupled heterogeneous monitoring; distributed Kalman filtering; incomplete information scenario; noisy environment; optimal co-estimation; optimal co-monitoring strategy; Area measurement; Correlation; Estimation; Kalman filters; Monitoring; Noise; Noise measurement; co-monitoring; collaborative information process; coupled dynamic; distributed Kalman filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Science and Technology (ICIST), 2014 4th IEEE International Conference on
  • Conference_Location
    Shenzhen
  • Type

    conf

  • DOI
    10.1109/ICIST.2014.6920347
  • Filename
    6920347