Wireless model-based predictive networked control system over cooperative wireless network

Alphan Ulusoy*, Ozgur Gurbuz, Ahmet Onat

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

130 Citations (Scopus)

Abstract

Owing to their distributed architecture, networked control systems (NCSs) are proven to be feasible in scenarios where a spatially distributed feedback control system is required. Traditionally, such NCSs operate over real-time wired networks. Recently, in order to achieve the utmost flexibility, scalability, ease of deployment, and maintainability, wireless networks such as IEEE 802.11 wireless local area networks (LANs) are being preferred over dedicated wired networks. However, conventional NCSs with event-triggered controllers and actuators cannot operate over such general purpose wireless networks since the stability of the system is compromised due to unbounded delays and unpredictable packet losses that are typical in the wireless medium. Approaching the wireless networked control problem from two perspectives, this work introduces a practical wireless NCS and an implementation of a cooperative medium access control protocol that work jointly to achieve decent control under severe impairments, such as unbounded delay, bursts of packet loss and ambient wireless traffic. The proposed system is evaluated on a dedicated test platform under numerous scenarios and significant performance gains are observed, making cooperative communications a strong candidate for improving the reliability of industrial wireless networks.

Original languageEnglish
Article number5621933
Pages (from-to)41-51
Number of pages11
JournalIEEE Transactions on Industrial Informatics
Volume7
Issue number1
DOIs
Publication statusPublished - Feb 2011
Externally publishedYes

Funding

Manuscript received October 31, 2009; revised March 20, 2010, July 04, 2010, and August 28, 2010; accepted October 02, 2010. Date of publication November 09, 2010; date of current version February 04, 2011. This work was supported in part by the Scientific and Technological Research Council of Turkey, project codes 105E093 and 106E155. Paper no. TII-09-10-0305.

FundersFunder number
Türkiye Bilimsel ve Teknolojik Araştirma Kurumu106E155, TII-09-10-0305, 105E093

    Keywords

    • Cooperative systems
    • distributed control
    • networked control systems
    • predictive control

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