Synchronization control of networked neural network systems

The design problem of synchronization control for a class of networked neural network systems is considered in this paper. In many applications, the distribution probabilities of QoS in the communication networks can be achieved through statistical methods. We reconsider the model of communication channels, and translate the distribution probability of QoS in the networks into parameter matrices of the transferred networked synchronization model. The control design method is given. A numerical example is provided to show the potentials of the proposed method.

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

[2]  Wei Zhang,et al.  Stability of networked control systems , 2001 .

[3]  Panos J. Antsaklis,et al.  Stability of model-based networked control systems with time-varying transmission times , 2004, IEEE Transactions on Automatic Control.

[4]  Dong Yue,et al.  Absolute stability of Lur'e systems with time-varying delay , 2007 .

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

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

[7]  Y. Tipsuwan,et al.  On the gain scheduling for networked PI controller over IP network , 2003, Proceedings 2003 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM 2003).

[8]  C. Peng,et al.  Delay-dependent robust stability criteria for uncertain systems with interval time-varying delay , 2008 .

[9]  Kanjian Zhang,et al.  Synchronization control of recurrent neural networks with distributed delays , 2008 .

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

[11]  Dong Yue,et al.  STATE FEEDBACK CONTROLLER DESIGN OF NETWORKED CONTROL SYSTEMS WITH PARAMETER UNCERTAINTY AND STATE‐DELAY , 2006 .

[12]  Dong Yue,et al.  Robust delay-distribution-dependent stability of discrete-time stochastic neural networks with time-varying delay , 2009, Neurocomputing.

[13]  Jinde Cao,et al.  Adaptive synchronization and lag synchronization of uncertain dynamical system with time delay based on parameter identification , 2007 .

[14]  Wen-an Zhang,et al.  Output Feedback Stabilization of Networked Control Systems With Packet Dropouts , 2007, IEEE Transactions on Automatic Control.

[15]  Dong Yue,et al.  Synchronization control of stochastic delayed neural networks communicating with unreliable links , 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

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

[17]  Q. Han,et al.  State feedback controller design of networked control systems , 2004 .

[18]  Xuerong Mao,et al.  Exponential stability of stochastic delay interval systems with Markovian switching , 2002, IEEE Trans. Autom. Control..

[19]  Qixin Zhu,et al.  Stochastic optimal control and analysis of stability of networked control systems with long delay , 2003, Autom..

[20]  Dong Yue,et al.  A delay distribution based stability analysis and synthesis approach for networked control systems , 2009, J. Frankl. Inst..

[21]  Dong Yue,et al.  Delay-Distribution-Dependent Stability and Stabilization for Wireless Networked Control System with , 2008 .

[22]  Dong Yue,et al.  Delay distribution based robust H∞ control of networked control systems with uncertainties , 2009 .

[23]  Chen Cong.  Switching Manifold Approach to Chaos Synchronization , 2001 .

[24]  Chun-Chieh Wang,et al.  A new adaptive variable structure control for chaotic synchronization and secure communication , 2004 .

[25]  Michel Mandjes,et al.  A note on the delay distribution in GPS , 2008, Oper. Res. Lett..

[26]  Jun-an Lu,et al.  Using sampled-data feedback control and linear feedback synchronization in a new hyperchaotic system , 2008 .

[27]  Hu Shousong,et al.  Brief Stochastic optimal control and analysis of stability of networked control systems with long delay , 2003 .