Adaptive H∞ synchronization of master-slave systems with mixed time-varying delays and nonlinear perturbations: An LMI approach

This paper proposes an adaptive synchronization problem for the master and slave structure of linear systems with nonlinear perturbations and mixed time-varying delays comprising different discrete and distributed time delays. Using an appropriate Lyapunov-Krasovskii functional, some delay-dependent sufficient conditions and an adaptation law including the master-slave parameters are established for designing a delayed synchronization law in terms of linear matrix inequalities(LMIs). The time-varying controller guarantees the H∞ synchronization of the two coupled master and slave systems regardless of their initial states. Particularly, it is shown that the synchronization speed can be controlled by adjusting the updated gain of the synchronization signal. Two numerical examples are given to demonstrate the effectiveness of the method.

[1]  Ju H. Park,et al.  On new stability criterion for delay-differential systems of neutral type , 2005, Appl. Math. Comput..

[2]  Henk Nijmeijer,et al.  c ○ World Scientific Publishing Company ADAPTIVE OBSERVER-BASED SYNCHRONIZATION FOR COMMUNICATION , 1999 .

[3]  C. Leeuwen,et al.  Synchronization of chaotic neural networks via output or state coupling , 2006 .

[4]  Li Yu,et al.  Robust stability of linear neutral systems with nonlinear parameter perturbations , 2004 .

[5]  Emilia Fridman,et al.  New Lyapunov-Krasovskii functionals for stability of linear retarded and neutral type systems , 2001, Syst. Control. Lett..

[6]  Jinde Cao,et al.  Adaptive Stabilization and Synchronization for Chaotic Lur'e Systems With Time-Varying Delay , 2008, IEEE Transactions on Circuits and Systems I: Regular Papers.

[7]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[8]  Masakazu Kojima,et al.  Generalized Lagrangian Duals and Sums of Squares Relaxations of Sparse Polynomial Optimization Problems , 2005, SIAM J. Optim..

[9]  Huijun Gao,et al.  New Delay-Dependent Exponential Stability for Neural Networks With Time Delay , 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[10]  Teh-Lu Liao,et al.  Adaptive synchronization of chaotic systems and its application to secure communications , 2000 .

[11]  A. Pertew,et al.  H ∞ synthesis of unknown input observers for non-linear Lipschitz systems , 2005 .

[12]  Jean B. Lasserre,et al.  Global Optimization with Polynomials and the Problem of Moments , 2000, SIAM J. Optim..

[13]  Qing-Guo Wang,et al.  Delay-range-dependent stability for systems with time-varying delay , 2007, Autom..

[14]  Jinde Cao,et al.  Global robust point dissipativity of interval neural networks with mixed time-varying delays , 2009 .

[15]  Zidong Wang,et al.  A delay fractioning approach to global synchronization of delayed complex networks with stochastic disturbances , 2008 .

[16]  Wei-Der Chang,et al.  An adaptive decentralized synchronization of master–slave large-scale systems with unknown signal propagation delays , 2006 .

[17]  Zidong Wang,et al.  Exponential stability of delayed recurrent neural networks with Markovian jumping parameters , 2006 .

[18]  Guanrong Chen,et al.  New criteria for synchronization stability of general complex dynamical networks with coupling delays , 2006 .

[19]  Hamid Reza Karimi,et al.  Observer-Based Mixed H2/H∞ Control Design for Linear Systems with Time-Varying Delays: An LMI Approach , 2008 .

[20]  Sheng Li,et al.  H∞ synchronization of chaotic systems via delayed feedback control , 2010, Int. J. Autom. Comput..

[21]  James Lam,et al.  A new delay system approach to network-based control , 2008, Autom..

[22]  James Lam,et al.  A New Criterion of Delay-Dependent Asymptotic Stability for Hopfield Neural Networks With Time Delay , 2008, IEEE Transactions on Neural Networks.

[23]  James Lam,et al.  Analysis and Synthesis of Markov Jump Linear Systems With Time-Varying Delays and Partially Known Transition Probabilities , 2008, IEEE Transactions on Automatic Control.

[24]  PooGyeon Park,et al.  A delay-dependent stability criterion for systems with uncertain time-invariant delays , 1999, IEEE Trans. Autom. Control..

[25]  P. Shi,et al.  Robust stability criteria for uncertain neutral system with time delay and nonlinear uncertainties , 2008 .

[26]  Jinde Cao,et al.  Exponential synchronization of stochastic perturbed chaotic delayed neural networks , 2007, Neurocomputing.

[27]  Lihua Xie,et al.  Robust control of a class of uncertain nonlinear systems , 1992 .

[28]  Ahmad Haidar,et al.  Delay-range-dependent control synthesis for time-delay systems with actuator saturation , 2008, Autom..

[29]  Ju H. Park Synchronization of Genesio chaotic system via backstepping approach , 2006 .

[30]  Jack K. Hale,et al.  Introduction to Functional Differential Equations , 1993, Applied Mathematical Sciences.

[31]  Hamid Reza Karimi,et al.  Delay-range-dependent exponential H∞ synchronization of a class of delayed neural networks , 2009 .

[32]  Young Soo Moon,et al.  Delay-dependent robust stabilization of uncertain state-delayed systems , 2001 .

[33]  Jinde Cao,et al.  Adaptive synchronization of neural networks with or without time-varying delay. , 2006, Chaos.

[34]  Guanrong Chen,et al.  Synchronization of complex dynamical networks by the incremental ISS approach , 2006 .

[35]  Carroll,et al.  Synchronization in chaotic systems. , 1990, Physical review letters.

[36]  James Lam,et al.  Script H sign∞ model reduction of linear systems with distributed delay , 2005 .

[37]  Jia Liu,et al.  New delay-dependent global asymptotic stability condition for Hopfield neural networks with time-varying delays , 2009, Int. J. Autom. Comput..

[38]  J. Yan,et al.  Robust synchronization of chaotic systems via adaptive sliding mode control , 2006 .

[39]  Jinde Cao,et al.  Adaptive complete synchronization of two identical or different chaotic (hyperchaotic) systems with fully unknown parameters. , 2005, Chaos.

[40]  Qing-Guo Wang,et al.  Synthesis for robust synchronization of chaotic systems under output feedback control with multiple random delays , 2006 .

[41]  Huijun Gao,et al.  Mixed H2/Hinfinity output-feedback control of second-order neutral systems with time-varying state and input delays. , 2008, ISA transactions.

[42]  Huijun Gao,et al.  New Delay-Dependent Exponential H ∞ Synchronization for Uncertain Neural Networks With Mixed Time Delays , 2009 .

[43]  Tao Li,et al.  Improved exponential stability criteria for recurrent neural networks with time-varying discrete and distributed delays , 2010, Int. J. Autom. Comput..

[44]  Zidong Wang,et al.  Robust stability analysis of generalized neural networks with discrete and distributed time delays , 2006 .

[45]  Hamid Reza Karimi,et al.  Observer-Based Mixed H₂/H ∞ Control Design for Linear Systems with Time-Varying Delays , 2008 .

[46]  Zidong Wang,et al.  On global asymptotic stability of neural networks with discrete and distributed delays , 2005 .

[47]  Xin Sun,et al.  An improved approach to delay-dependent robust stabilization for uncertain singular time-delay systems , 2010, Int. J. Autom. Comput..

[48]  Hamid Reza Karimi,et al.  New Delay-Dependent Exponential $H_{\infty}$ Synchronization for Uncertain Neural Networks With Mixed Time Delays , 2010, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[49]  Qing-Long Han,et al.  Delay-dependent robust stability for uncertain linear systems with interval time-varying delay , 2006, Autom..

[50]  Vasile Mihai Popov,et al.  Hyperstability of Control Systems , 1973 .