Sensor scheduling over a packet-delaying network

Ling Shi*, Qing Shan Jia, Yilin Mo, Bruno Sinopoli

*Corresponding author for this work

Research output: Contribution to journalJournal Articlepeer-review

22 Citations (Scopus)

Abstract

We consider sensor scheduling for state estimation of a scalar system over a packet-delaying network. The current measurement data can be sent over a delay-free channel if the sensor uses larger communication energy; the data will be delayed for one time step if the sensor uses less communication energy. We consider a cost function consisting of a weighted average estimation error and a weighted terminal estimation error and explicitly construct optimal power schedules to minimize this cost function subject to communication energy constraint. Simulations are provided to demonstrate the key ideas of the paper.

Original languageEnglish
Pages (from-to)1089-1092
Number of pages4
JournalAutomatica
Volume47
Issue number5
DOIs
Publication statusPublished - May 2011

Keywords

  • Kalman filter
  • Packet-delaying network
  • Sensor scheduling

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