An adaptive chaotic secure communication scheme with channel noise and time delay

In this paper, by using synchronization scheme of chaotic neural networks with delay, an adaptive secure communication scheme with channel noise and time delay is proposed. Based on the idea of chaotic maskingmodulation, the transmitted message is encrypted by the chaotic signal, and via the adaptive feedback control techniques, the transmitter and the receiver are synchronized with channel noise, so the masked signal can be perfectly recovered by the receiver in the presence of channel noise. In light of the Lyapunov stability theory for stochastic differential equations, several theoretical results are rigorously established. Finally, a numerical example is provided to verify the effectiveness of the proposed scheme, and the time required for recovering the information signal and the performance of the recovered signal very sensitively depending on the time delay and the frequency of the information signal will also be found from the simulation results.

[1]  Ali A. Minai,et al.  Communicating with noise: How chaos and noise combine to generate secure encryption keys. , 1998, Chaos.

[2]  M. Feki An adaptive chaos synchronization scheme applied to secure communication , 2003 .

[3]  Vicente Pérez-Muñuzuri,et al.  ANALYSIS OF SYNCHRONIZATION OF CHAOTIC SYSTEMS BY NOISE: AN EXPERIMENTAL STUDY , 1997 .

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

[5]  Wei Lin,et al.  Complete synchronization of the noise-perturbed Chua's circuits. , 2005, Chaos.

[6]  Xiao Fan Wang,et al.  A Robust Demodulation Approach to Communications Using Chaotic Signals , 2003, Int. J. Bifurc. Chaos.

[7]  Hongtao Lu,et al.  Chaotic Phase Shift Keying in Delayed Chaotic Anticontrol Systems , 2002, Int. J. Bifurc. Chaos.

[8]  Jinde Cao,et al.  Generalized synchronization for delayed chaotic neural networks: a novel coupling scheme , 2006 .

[9]  Donghua Zhou,et al.  A new private communication scheme based on the idea of fault detection and identification , 2006 .

[10]  Guanrong Chen,et al.  Breaking a chaos-noise-based secure communication scheme. , 2004, Chaos.

[11]  Liang,et al.  Synchronization of hyperchaotic harmonics in time-delay systems and its application to secure communication , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[12]  M. Boutayeb,et al.  Generalized state-space observers for chaotic synchronization and secure communication , 2002 .

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

[14]  Zhang Yifeng,et al.  A secure communication scheme based on cellular neural network , 1997, 1997 IEEE International Conference on Intelligent Processing Systems (Cat. No.97TH8335).

[15]  K. Murali Heterogeneous chaotic systems based cryptography , 2000 .

[16]  K. Wong,et al.  A secure communication scheme based on the phase synchronization of chaotic systems. , 2003, Chaos.

[17]  X. Mao,et al.  A note on the LaSalle-type theorems for stochastic differential delay equations , 2002 .

[18]  Guanrong Chen,et al.  Using white noise to enhance synchronization of coupled chaotic systems. , 2006, Chaos.

[19]  Chuandong Li,et al.  Chaotic lag synchronization of coupled time-delayed systems and its applications in secure communication , 2004 .

[20]  Changchun Hua,et al.  A new chaotic secure communication scheme , 2005 .

[21]  Hongtao Lu Chaotic attractors in delayed neural networks , 2002 .

[22]  F. M. Moukam Kakmeni,et al.  A New Synchronization Principle for a Class of Lur'e Systems with Applications in Secure Communication , 2004, Int. J. Bifurc. Chaos.

[23]  Claudio R. Mirasso,et al.  Analytical and numerical studies of noise-induced synchronization of chaotic systems. , 2001, Chaos.

[24]  Xinzhi Liu,et al.  Robust impulsive synchronization of uncertain dynamical networks , 2005, IEEE Transactions on Circuits and Systems I: Regular Papers.

[25]  Xinzhi Liu,et al.  Impulsively synchronizing chaotic systems with delay and applications to secure communication , 2005, Autom..

[26]  Wu Xiang-Jun,et al.  A new chaotic communication scheme based on adaptive synchronization. , 2006, Chaos.

[27]  A. Friedman Stochastic Differential Equations and Applications , 1975 .

[28]  André Longtin,et al.  Synchronization of delay-differential equations with application to private communication , 1998 .

[29]  Gang Hu,et al.  Synchronization of a one-dimensional array of Chua's circuits by feedback control and noise , 1995 .

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

[31]  F. M. Kakmeni,et al.  A new adaptive observer-based synchronization scheme for private communication , 2006 .

[32]  V I Ponomarenko,et al.  Extracting information masked by the chaotic signal of a time-delay system. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.