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H∞ control for discrete-time nonlinear Markov jump systems with multiplicative noise and sector constraint

  • Hongji Ma*
  • , Yingmin Jia
  • *Corresponding author for this work
  • Beihang University
  • Shandong University of Science and Technology

Research output: Contribution to journalArticlepeer-review

Abstract

This paper addresses the finite horizon H∞ control problem for a class of discrete-time nonlinear Markov jump systems with multiplicative noise and nonlinear feedback device. The system nonlinearity occurs in a random way specified by a Bernoulli process, whereas the actuator and sensor nonlinearities are restricted to a sector region. Both the state and the dynamic output feedback H∞ controllers are devised in terms of difference LMIs. The proposed approach not only allows the resulting system to achieve a prescribed disturbance attenuation level, but also enables the output of actuator/sensor to meet the designated sector condition. Moreover, it is also shown that our approach is well-Adapted for dealing with the discrete-time Markov jump systems with saturated actuator and sensor. Finally, a backward iterative algorithm is provided to solve the obtained difference LMIs and a numerical example is presented to verify the efficiency of the theoretical results.

Original languageEnglish
Pages (from-to)2347-2364
Number of pages18
JournalInternational Journal of Robust and Nonlinear Control
Volume24
Issue number16
DOIs
StatePublished - 10 Nov 2014

Keywords

  • Difference linear matrix inequality
  • H∞ control
  • Markov jump
  • Multiplicative noise
  • Randomly occurring nonlinearity
  • Sector condition

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