Adaptive chaos synchronization in Chua's systems with noisy parameters

Using the Lyapunov stability theory an adaptive control is proposed for chaos synchronization between two Chua systems which have stochastically time varying unknown coefficients. The stochastic variations of the coefficients around their unknown mean values are modeled through Gaussian white noise produced by the Wiener process. It is shown that using the proposed adaptive control the mean square of synchronization error converges to an arbitrarily small bound around zero depending on the controller feedback gain. Simulation results indicate that the proposed adaptive controller has a high performance in synchronization of chaotic Chua circuits in noisy environment.

[1]  M. T. Yassen,et al.  Adaptive control and synchronization of a modified Chua's circuit system , 2003, Appl. Math. Comput..

[2]  Shihua Chen,et al.  Adaptive synchronization of uncertain hyperchaotic systems based on parameter identification , 2005 .

[3]  Guanrong Chen,et al.  On feedback control of chaotic continuous-time systems , 1993 .

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

[5]  T. Chai,et al.  Adaptive synchronization between two different chaotic systems with unknown parameters , 2006 .

[6]  Clément Tchawoua,et al.  Nonlinear adaptive synchronization of a class of chaotic systems , 2006 .

[7]  Gregory L. Baker,et al.  A stochastic model of synchronization for chaotic pendulums , 1999 .

[8]  Thongchai Botmart,et al.  Adaptive control and synchronization of the perturbed Chua's system , 2007, Math. Comput. Simul..

[9]  Ira B Schwartz,et al.  Phase-space transport of stochastic chaos in population dynamics of virus spread. , 2002, Physical review letters.

[10]  Tomasz Kapitaniak,et al.  Continuous control and synchronization in chaotic systems , 1995 .

[11]  H. Salarieh,et al.  Adaptive synchronization of two different chaotic systems with time varying unknown parameters , 2008 .

[12]  Mohammad Shahrokhi,et al.  Indirect adaptive control of discrete chaotic systems , 2007 .

[13]  L. O. Chua,et al.  The double scroll family. I: Rigorous of chaos. II: Rigorous analysis of bifurcation phenomena , 1986 .

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

[15]  Walter J. Freeman,et al.  A proposed name for aperiodic brain activity: stochastic chaos , 2000, Neural Networks.

[16]  L. Chua,et al.  The double scroll family , 1986 .

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

[18]  A note on synchronization of diffusion , 2000 .

[19]  Youming Lei,et al.  Stochastic chaos in a Duffing oscillator and its control , 2006 .

[20]  Bernt Øksendal,et al.  Stochastic differential equations (3rd ed.): an introduction with applications , 1992 .

[21]  S. Shreve,et al.  Stochastic differential equations , 1955, Mathematical Proceedings of the Cambridge Philosophical Society.

[22]  Haiwu Rong,et al.  Chaos synchronization of two stochastic Duffing oscillators by feedback control , 2007 .