• DocumentCode
    66482
  • Title

    Optimal Periodic Sensor Schedule for Steady-State Estimation Under Average Transmission Energy Constraint

  • Author

    Zhu Ren ; Peng Cheng ; Jiming Chen ; Ling Shi ; Youxian Sun

  • Author_Institution
    State Key Lab. of Ind. Control Technol., Zhejiang Univ., Hangzhou, China
  • Volume
    58
  • Issue
    12
  • fYear
    2013
  • fDate
    Dec. 2013
  • Firstpage
    3265
  • Lastpage
    3271
  • Abstract
    We consider periodic sensor scheduling for remote state estimation under average transmission energy constraint. The sensor decides whether or not to send its data to a remote estimator in order to meet the transmission energy constraint. The transmitted data are likely to be dropped due to the imperfect communication. An optimal periodic schedule is found via the tools from the Markov chain. Furthermore, a sufficient condition of the system dynamics, energy budget, and packet drop rate, under which the remote estimator is guaranteed to be stable, is derived. Examples are provided to show the effectiveness of results.
  • Keywords
    Markov processes; scheduling; state estimation; wireless sensor networks; Markov chain; average transmission energy constraint; energy budget; optimal periodic sensor schedule; packet drop rate; periodic sensor scheduling; remote estimator; remote state estimation; steady-state estimation; system dynamics; Estimation error; Kalman filters; Optimal scheduling; Schedules; Stability analysis; Vectors; Energy constraint; Markov chain; sensor scheduling; stability;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.2013.2263651
  • Filename
    6517237