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Distributed Networked Control System with Lossy Links: State Estimation and Stabilizing Communication Control
Songhwai Oh, Shankar Sastry

Citation
Songhwai Oh, Shankar Sastry. "Distributed Networked Control System with Lossy Links: State Estimation and Stabilizing Communication Control". IEEE International Conference on Decision and Control (CDC), IEEE, December, 2006.

Abstract
This paper introduces a distributed networked control system (DNCS) consisting of multiple agents communicating over a lossy communication channel, e.g., wireless channel. Two aspects of DNCSs are studied in this paper -- state estimation and stabilizing communication control. Based on the Kalman filter, optimal linear filtering algorithms are derived for the discrete-time linear dynamic models of the DNCS with lossy links. Then, the problem of finding a communication control which stabilizes a DNCS is considered. The stabilizing communication control problem seeks the acceptable ranges of packet loss rates at which the overall system is stable. Efficient algorithms based on convex optimization are developed for solving the stabilizing communication control problem.

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Citation formats  
  • HTML
    Songhwai Oh, Shankar Sastry. <a
    href="http://www.truststc.org/pubs/243.html"
    >Distributed Networked Control System with Lossy Links:
    State Estimation and Stabilizing Communication
    Control</a>, IEEE International Conference on Decision
    and Control (CDC), IEEE, December, 2006.
  • Plain text
    Songhwai Oh, Shankar Sastry. "Distributed Networked
    Control System with Lossy Links: State Estimation and
    Stabilizing Communication Control". IEEE International
    Conference on Decision and Control (CDC), IEEE, December,
    2006.
  • BibTeX
    @inproceedings{OhSastry06_DistributedNetworkedControlSystemWithLossyLinksState,
        author = {Songhwai Oh and Shankar Sastry},
        title = {Distributed Networked Control System with Lossy
                  Links: State Estimation and Stabilizing
                  Communication Control},
        booktitle = {IEEE International Conference on Decision and
                  Control (CDC)},
        organization = {IEEE},
        month = {December},
        year = {2006},
        abstract = {This paper introduces a distributed networked
                  control system (DNCS) consisting of multiple
                  agents communicating over a lossy communication
                  channel, e.g., wireless channel. Two aspects of
                  DNCSs are studied in this paper -- state
                  estimation and stabilizing communication control.
                  Based on the Kalman filter, optimal linear
                  filtering algorithms are derived for the
                  discrete-time linear dynamic models of the DNCS
                  with lossy links. Then, the problem of finding a
                  communication control which stabilizes a DNCS is
                  considered. The stabilizing communication control
                  problem seeks the acceptable ranges of packet loss
                  rates at which the overall system is stable.
                  Efficient algorithms based on convex optimization
                  are developed for solving the stabilizing
                  communication control problem.},
        URL = {http://www.truststc.org/pubs/243.html}
    }
    

Posted by Songhwai Oh on 24 Mar 2007.
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