Exponential synchronization of discontinuous chaotic systems via delayed impulsive control and its application to secure communication

Abstract This paper investigates drive-response synchronization of chaotic systems with discontinuous right-hand side. Firstly, a general model is proposed to describe most of known discontinuous chaotic system with or without time-varying delay. An uniform impulsive controller with multiple unknown time-varying delays is designed such that the response system can be globally exponentially synchronized with the drive system. By utilizing a new lemma on impulsive differential inequality and the Lyapunov functional method, several synchronization criteria are obtained through rigorous mathematical proofs. Results of this paper are universal and can be applied to continuous chaotic systems. Moreover, numerical examples including discontinuous chaotic Chen system, memristor-based Chua’s circuit, and neural networks with discontinuous activations are given to verify the effectiveness of the theoretical results. Application of the obtained results to secure communication is also demonstrated in this paper.

[1]  Jinde Cao,et al.  Stochastic Synchronization of Complex Networks With Nonidentical Nodes Via Hybrid Adaptive and Impulsive Control , 2012, IEEE Transactions on Circuits and Systems I: Regular Papers.

[2]  Jinde Cao,et al.  Filippov systems and quasi-synchronization control for switched networks. , 2012, Chaos.

[3]  Pagavathigounder Balasubramaniam,et al.  Synchronization of recurrent neural networks with mixed time-delays via output coupling with delayed feedback , 2012, Nonlinear Dynamics.

[4]  Antonio M. Batista,et al.  Delayed feedback control of bursting synchronization in a scale-free neuronal network , 2010, Neural Networks.

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

[6]  Habib Dimassi,et al.  A new secured transmission scheme based on chaotic synchronization via smooth adaptive unknown-input observers , 2012 .

[7]  Gang Feng,et al.  Synchronization of Complex Dynamical Networks With Time-Varying Delays Via Impulsive Distributed Control , 2010, IEEE Transactions on Circuits and Systems I: Regular Papers.

[8]  Guanrong Chen,et al.  YET ANOTHER CHAOTIC ATTRACTOR , 1999 .

[9]  Xinzhi Liu,et al.  Global convergence of neural networks with mixed time-varying delays and discontinuous neuron activations , 2012, Inf. Sci..

[10]  Jinde Cao,et al.  Synchronization control of stochastic delayed neural networks , 2007 .

[11]  Zhigang Zeng,et al.  Synchronization control of a class of memristor-based recurrent neural networks , 2012, Inf. Sci..

[12]  Quan Yin,et al.  Global exponential periodicity and stability of a class of memristor-based recurrent neural networks with multiple delays , 2013, Inf. Sci..

[13]  Bo Liu,et al.  New conditions on synchronization of networks of linearly coupled dynamical systems with non-Lipschitz right-hand sides , 2012, Neural Networks.

[14]  Chuangxia Huang,et al.  Stochastic Synchronization of Reaction-Diffusion Neural Networks under General Impulsive Controller with Mixed Delays , 2012 .

[15]  M. Forti,et al.  Generalized Lyapunov approach for convergence of neural networks with discontinuous or non-Lipschitz activations , 2006 .

[16]  Marius-F. Danca,et al.  Controlling chaos in discontinuous dynamical systems , 2004 .

[17]  Aleksej F. Filippov,et al.  Differential Equations with Discontinuous Righthand Sides , 1988, Mathematics and Its Applications.

[18]  Julien Clinton Sprott,et al.  A new class of chaotic circuit , 2000 .

[19]  M. Forti,et al.  Global convergence of neural networks with discontinuous neuron activations , 2003 .

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

[21]  Haibo Jiang,et al.  Impulsive synchronization of networked nonlinear dynamical systems , 2010 .

[22]  Tianping Chen,et al.  Almost Periodic Dynamics of a Class of Delayed Neural Networks with Discontinuous Activations , 2008, Neural Computation.

[23]  Ray Brown Generalizations of the Chua equations , 1993 .

[24]  Gonzalo Álvarez,et al.  Breaking two secure communication systems based on chaotic masking , 2004, IEEE Transactions on Circuits and Systems II: Express Briefs.

[25]  Jinde Cao,et al.  Dissipativity and quasi-synchronization for neural networks with discontinuous activations and parameter mismatches , 2011, Neural Networks.

[26]  Jinde Cao,et al.  Stochastic synchronization of coupled neural networks with intermittent control , 2009 .

[27]  Karl Popp,et al.  Dynamical behaviour of a friction oscillator with simultaneous self and external excitation , 1995 .

[28]  Lihong Huang,et al.  Existence and global asymptotic stability of periodic solution for discrete and distributed time-varying delayed neural networks with discontinuous activations , 2011, Neurocomputing.

[29]  J. Cortés Discontinuous dynamical systems , 2008, IEEE Control Systems.

[30]  Jinde Cao,et al.  Guaranteed performance state estimation of static neural networks with time-varying delay , 2011, Neurocomputing.

[31]  Jinde Cao,et al.  Synchronization of Discontinuous Neural Networks with Delays via Adaptive Control , 2013 .

[32]  Lihong Huang,et al.  Global asymptotic stability of neural networks with discontinuous activations , 2009, Neural Networks.

[33]  Z. Zeng,et al.  Adaptive synchronization of memristor-based Chuaʼs circuits , 2012 .

[34]  Jinde Cao,et al.  Synchronization of delayed complex dynamical networks with impulsive and stochastic effects , 2011 .

[35]  S H Strogatz,et al.  Coupled oscillators and biological synchronization. , 1993, Scientific American.

[36]  Jinde Cao,et al.  Existence and global stability of equilibrium point for delayed competitive neural networks with discontinuous activation functions , 2012, Int. J. Syst. Sci..

[37]  Shuo Zhu,et al.  Optimal Acquisition and Inventory Control for a Remanufacturing System , 2013 .

[38]  Duccio Papini,et al.  Global exponential stability and global convergence in finite time of delayed neural networks with infinite gain , 2005, IEEE Transactions on Neural Networks.

[39]  Jinde Cao,et al.  A unified synchronization criterion for impulsive dynamical networks , 2010, Autom..

[40]  Junan Lu,et al.  Pinning adaptive synchronization of a general complex dynamical network , 2008, Autom..

[41]  Otomar Hájek,et al.  Discontinuous differential equations, II , 1979 .

[42]  Wenwu Yu,et al.  Quasi-synchronization of Delayed Coupled Networks with Non-identical Discontinuous Nodes , 2012, ISNN.

[43]  Teh-Lu Liao,et al.  An observer-based approach for chaotic synchronization with applications to secure communications , 1999 .