Exponential Optimal Synchronization of Chaotic Cryptosystems: Neural-Network-Based Approach

作者: Feng-Hsiag Hsiao , Kai-Ping Hsieh , Zhe-Hao Lin

DOI: 10.1109/CYBERC.2014.17

关键词:

摘要: This paper presents a systematic design methodology for neural-network (NN) based secure communications in multiple time-delay chaotic (MTDC) systems with optimal H∞ performance and cryptography. First, we use the n-shift cipher key to original message of transmission encryption. The encrypted is re-encrypted by using synchronization. A robust model-based fuzzy control then presented address effects modeling errors between MTDC NN models. Next, delay-dependent exponential stability criterion derived terms Lyapunov's direct method guarantee that trajectories slave system can approach those master system. Subsequently, conditions this are reformulated into linear matrix inequalities (LMIs). According LMIs, controller synthesized stabilize systems. not only realize synchronization, but also achieve minimizing disturbance attenuation level. Furthermore, error recovered stated key.

参考文章(41)
Arkadi Nemirovski, Pascal Gahinet, Lmi Control Toolbox For Use With Matlab ,(2014)
Yong-Yan Cao, P.M. Frank, Robust H/sub /spl infin// disturbance attenuation for a class of uncertain discrete-time fuzzy systems IEEE Transactions on Fuzzy Systems. ,vol. 8, pp. 406- 415 ,(2000) , 10.1109/91.868947
Louis M. Pecora, Thomas L. Carroll, Synchronization in chaotic systems Physical Review Letters. ,vol. 64, pp. 821- 824 ,(1990) , 10.1103/PHYSREVLETT.64.821
Shih-Lin Lin, Pi-Cheng Tung, A new method for chaos control in communication systems Chaos, Solitons & Fractals. ,vol. 42, pp. 3234- 3241 ,(2009) , 10.1016/J.CHAOS.2009.04.054
Heng-Hui Chen, Geeng-Jen Sheu, Yung-Lung Lin, Chaio-Shiung Chen, Chaos synchronization between two different chaotic systems via nonlinear feedback control Nonlinear Analysis: Theory, Methods & Applications. ,vol. 70, pp. 4393- 4401 ,(2009) , 10.1016/J.NA.2008.10.069
Hong Bae Park, Eun Tae Jeung, Jong Hae Kim, Kap Rai Lee, Output feedback robust H/sup /spl infin// control of uncertain fuzzy dynamic systems with time-varying delay IEEE Transactions on Fuzzy Systems. ,vol. 8, pp. 657- 664 ,(2000) , 10.1109/91.890325
Cheng Hu, Haijun Jiang, Zhidong Teng, General impulsive control of chaotic systems based on a TS fuzzy model Fuzzy Sets and Systems. ,vol. 174, pp. 66- 82 ,(2011) , 10.1016/J.FSS.2011.03.014
Chih-Lyang Hwang, Li-Jui Chang, Yuan-Sheng Yu, None, Network-Based Fuzzy Decentralized Sliding-Mode Control for Car-Like Mobile Robots IEEE Transactions on Industrial Electronics. ,vol. 54, pp. 574- 585 ,(2007) , 10.1109/TIE.2006.888806
Her-Terng Yau, Jun-Juh Yan, Chaos synchronization of different chaotic systems subjected to input nonlinearity Applied Mathematics and Computation. ,vol. 197, pp. 775- 788 ,(2008) , 10.1016/J.AMC.2007.08.014
Wen-June Wang, Chen-Fa Cheng, Stabilising controller and observer synthesis for uncertain large-scale systems by the Riccati equation approach IEE Proceedings D Control Theory and Applications. ,vol. 139, pp. 72- 78 ,(1992) , 10.1049/IP-D.1992.0011