Predictive control of networked systems with communication delays

Peng Shi, Rongni Yang, Michael Basin, Hamid Reza Karimi

Research output: Chapter in Book / Conference PaperConference Paperpeer-review

6 Citations (Scopus)

Abstract

This paper studies the problem of predictive output feedback control for networked control systems with random communication delays. A networked predictive control scheme is employed to compensate for random communication delays, which mainly consists of the control prediction generator and network delay compensator. Furthermore, a new strategy of designing the time-varying predictive controller with mixed random delays for networked systems is proposed. Then the system can be formulated as a Markovian jump system. New techniques are presented to deal with the distributed delay in the discrete-time domain. Based on analysis of closed-loop networked predictive control systems, the designed predictive time-varying output feedback controller can achieve the desired control performance and also guarantee system stability. Simulation examples demonstrate the compensation for random communication delays and data loss in networked systems using the proposed predictive controller design strategy.
Original languageEnglish
Title of host publicationProceedings of the 2012 IEEE International Symposium on Intelligent Control (ISIC), Part of 2012 IEEE Multi-Conference on Systems and Control, October 3-5, 2012, Dubrovnik, Croatia
PublisherIEEE
Pages1166-1171
Number of pages6
ISBN (Print)9781467346009
DOIs
Publication statusPublished - 2012
EventIEEE International Symposium on Intelligent Control -
Duration: 21 Sept 2015 → …

Publication series

Name
ISSN (Print)2158-9860

Conference

ConferenceIEEE International Symposium on Intelligent Control
Period21/09/15 → …

Keywords

  • computer networks
  • discrete-time systems
  • feedback control systems
  • predictive control
  • stability
  • time delay systems

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