Robust H∞ Finite-Time Control for Discrete Markovian Jump Systems with Disturbances of Probabilistic Distributions

This paper is concerned with the robust H∞ finite-time control for discrete delayed nonlinear systems with Markovian jumps and external disturbances. It is usually assumed that the disturbance affects the system states and outputs with the same influence degree of 100%, which is not evident enough to reflect the situation where the disturbance affects these two parts by different influence degrees. To tackle this problem, a probabilistic distribution denoted by binomial sequences is introduced to describe the external disturbance. Throughout the paper, the definitions of the finite-time boundedness (FTB) and the H∞ FTB are firstly given respectively. To extend the results further, a model which combines a linear dynamic system and a static nonlinear operator is referred to describe the system under discussion. Then by virtue of state feedback control method, some new sufficient criteria are derived which guarantee the FTB and H∞ FTB performances for the considered system. Finally, an example is provided to demonstrate the effectiveness of the developed control laws.

[1]  Zijian Liu,et al.  H∞ filtering for a class of singular Markovian jump systems with time-varying delay , 2012, Signal Process..

[2]  F. Amato,et al.  Input–Output Finite-Time Stability of Linear Systems: Necessary and Sufficient Conditions , 2009, IEEE Transactions on Automatic Control.

[3]  Francesco Amato,et al.  Necessary and sufficient conditions for finite-time stability of impulsive dynamical linear systems , 2013, Autom..

[4]  James Lam,et al.  Improved results on H∞ model reduction for Markovian jump systems with partly known transition probabilities , 2014, Syst. Control. Lett..

[5]  Yun Zou,et al.  Finite-time boundedness and finite-time l2 gain analysis of discrete-time switched linear systems with average dwell time , 2013, J. Frankl. Inst..

[6]  E. Yaz Linear Matrix Inequalities In System And Control Theory , 1998, Proceedings of the IEEE.

[7]  Chongzhao Han,et al.  Discrete-time linear filtering in arbitrary noise , 2000, Proceedings of the 39th IEEE Conference on Decision and Control (Cat. No.00CH37187).

[8]  Fei Liu,et al.  Finite-time boundedness of uncertain time-delayed neural network with Markovian jumping parameters , 2013, Neurocomputing.

[9]  Xudong Zhao,et al.  Delay-dependent observer-based H∞ finite-time control for switched systems with time-varying delay , 2012 .

[10]  Weihua Sheng,et al.  ${\rm H}_{\infty}$ Output Tracking Control of Discrete-Time Nonlinear Systems via Standard Neural Network Models , 2014, IEEE Transactions on Neural Networks and Learning Systems.

[11]  Stephen P. Boyd,et al.  Linear Matrix Inequalities in Systems and Control Theory , 1994 .

[12]  Francesco Amato,et al.  Finite-Time Stability and Control , 2013 .

[13]  M. Grimble,et al.  A New Approach to the H ∞ Design of Optimal Digital Linear Filters , 1989 .

[14]  Jurgen Kurths,et al.  Synchronization in complex networks , 2008, 0805.2976.

[15]  Kairui Chen,et al.  Adaptive Leader-Following Consensus of Multi-Agent Systems with Unknown Nonlinear Dynamics , 2014, Entropy.

[16]  Francesco Amato,et al.  Finite-Time Stability of Linear Time-Varying Systems: Analysis and Controller Design , 2010, IEEE Transactions on Automatic Control.

[17]  Ginestra Bianconi,et al.  Entropy measures for networks: toward an information theory of complex topologies. , 2009, Physical review. E, Statistical, nonlinear, and soft matter physics.

[18]  Francesco Amato,et al.  Finite-time control of linear systems subject to parametric uncertainties and disturbances , 2001, Autom..

[19]  Hamid Reza Karimi,et al.  Finite-time boundedness for uncertain discrete neural networks with time-delays and Markovian jumps , 2014, Neurocomputing.

[20]  Yongduan Song,et al.  Robust finite-time H∞ control for uncertain discrete-time singular systems with Markovian jumps , 2014 .

[21]  Fei Liu,et al.  Finite-time stabilization of a class of uncertain nonlinear systems with time-delay , 2010, 2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery.

[22]  Hong Zhu,et al.  Finite-time H∞ estimation for discrete-time Markov jump systems with time-varying transition probabilities subject to average dwell time switching , 2015, Commun. Nonlinear Sci. Numer. Simul..

[23]  P. Dorato SHORT-TIME STABILITY IN LINEAR TIME-VARYING SYSTEMS , 1961 .

[24]  Dong Yang,et al.  Robust finite-time H∞ control for Markovian jump systems with partially known transition probabilities , 2013, J. Frankl. Inst..

[25]  Hui Zhang,et al.  Robust H∞ sliding-mode control for Markovian jump systems subject to intermittent observations and partially known transition probabilities , 2013, Syst. Control. Lett..

[26]  R. P. Marques,et al.  Discrete-Time Markov Jump Linear Systems , 2004, IEEE Transactions on Automatic Control.

[27]  F. Amato,et al.  Finite-time stability of linear time-varying systems with jumps: Analysis and controller design , 2008, 2008 American Control Conference.

[28]  Y. Zou,et al.  Finite-time stability and finite-time weighted l 2 2-gain analysis for switched systems with time-varying delay , 2013 .