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Informative conditions for the data set in an MIMO networked control system with delays, packet dropout and transmission scheduling

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  • Cong Zhang
  • Zhihua Xiong
  • Hao Ye

Abstract

In system identification, a data set needs to be informative to guarantee that the identification criterion has a unique global minimum asymptotically and the parameter estimation is consistent. In this paper, we study the informativity of the data set in a multiple-input and multiple-output (MIMO) networked control system (NCS), which contains possible network-induced delays, packet dropout, transmission scheduling, or a combination of these factors in network transmission. Moreover, to guarantee the data set of this MIMO NCS to be informative, a group of conditions for network transmission and controller's proportional term are developed. Finally, simulation studies are given to illustrate the result.

Suggested Citation

  • Cong Zhang & Zhihua Xiong & Hao Ye, 2014. "Informative conditions for the data set in an MIMO networked control system with delays, packet dropout and transmission scheduling," International Journal of Systems Science, Taylor & Francis Journals, vol. 45(7), pages 1346-1355, July.
    • Handle: RePEc:taf:tsysxx:v:45:y:2014:i:7:p:1346-1355
    DOI: 10.1080/00207721.2013.860203
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