New result on synchronization of complex dynamical networks with time-varying coupling delay and sampled-data control

In this paper, the sampled-data synchronization control problem is investigated for complex dynamical networks (CDNs) with time-varying coupling delay. By constructing a suitable Lyapunov-Krasovskii functional containing some novel triple integral terms with sufficient information about the actual sampling pattern, and together with a general inverse of first-order technique and some effective integral inequalities, less conservative conditions are given in terms of linear matrix inequalities (LMIs) to guarantee the synchronization of sampled-data CDNs with time-varying coupling delay. Numerical examples are provided to illustrate the effectiveness and less conservativeness of the proposed approaches.

[1]  Nan Li,et al.  Synchronization for general complex dynamical networks with sampled-data , 2011, Neurocomputing.

[2]  Ling Guo,et al.  Adaptive pinning control of cluster synchronization in complex networks with Lurie-type nonlinear dynamics , 2016, Neurocomputing.

[3]  Ju H. Park,et al.  Adaptive lag synchronization for uncertain complex dynamical network with delayed coupling , 2012, Appl. Math. Comput..

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

[5]  Nan Liu,et al.  Landmark recognition with sparse representation classification and extreme learning machine , 2015, J. Frankl. Inst..

[6]  Wenwu Yu,et al.  Synchronization on Complex Networks of Networks , 2014, IEEE Transactions on Neural Networks and Learning Systems.

[7]  Hongjie Li,et al.  Sampled-data state estimation for complex dynamical networks with time-varying delay and stochastic sampling , 2014, Neurocomputing.

[8]  Huijun Gao,et al.  Distributed Synchronization in Networks of Agent Systems With Nonlinearities and Random Switchings , 2013, IEEE Transactions on Cybernetics.

[9]  Wenwu Yu,et al.  On pinning synchronization of complex dynamical networks , 2009, Autom..

[10]  Zhiping Lin,et al.  Bayesian signal detection with compressed measurements , 2014, Inf. Sci..

[11]  Min Wu,et al.  Improved Global Asymptotical Synchronization of Chaotic Lur'e Systems With Sampled-Data Control , 2009, IEEE Transactions on Circuits and Systems II: Express Briefs.

[12]  Zhou Luan-jie,et al.  Delay-Dependent Robust Stabilization of Uncertain State-Delayed Systems , 2004 .

[13]  Albert-László Barabási,et al.  Statistical mechanics of complex networks , 2001, ArXiv.

[14]  Kun She,et al.  New and improved results for recurrent neural networks with interval time-varying delay , 2016, Neurocomputing.

[15]  Zidong Wang,et al.  Stability and Synchronization of Discrete-Time Markovian Jumping Neural Networks With Mixed Mode-Dependent Time Delays , 2009, IEEE Transactions on Neural Networks.

[16]  Tao Li,et al.  Improved stability conditions for systems with interval time-varying delay , 2012 .

[17]  Ke Qin,et al.  Projective synchronization of different chaotic neural networks with mixed time delays based on an integral sliding mode controller , 2014, Neurocomputing.

[18]  Ho-Youl Jung,et al.  Synchronization of a delayed complex dynamical network with free coupling matrix , 2012 .

[19]  Hao Shen,et al.  Robust extended dissipative control for sampled-data Markov jump systems , 2014, Int. J. Control.

[20]  Bruce A. Francis,et al.  Optimal Sampled-Data Control Systems , 1996, Communications and Control Engineering Series.

[21]  Ju H. Park,et al.  Reliable mixed passive and ℋ∞ filtering for semi‐Markov jump systems with randomly occurring uncertainties and sensor failures , 2015 .

[22]  Zidong Wang,et al.  Global Synchronization for Discrete-Time Stochastic Complex Networks With Randomly Occurred Nonlinearities and Mixed Time Delays , 2010, IEEE Transactions on Neural Networks.

[23]  Xinzhi Liu,et al.  Novel integral inequality approach on master–slave synchronization of chaotic delayed Lur’e systems with sampled-data feedback control , 2016 .

[24]  Zhan-Li Sun,et al.  Extreme Learning Machine on High Dimensional and Large Data Applications , 2015 .

[25]  Gang Zhang,et al.  Synchronization of complex dynamical networks via impulsive control. , 2007, Chaos.

[26]  PooGyeon Park,et al.  Improved criteria on robust stability and H∞ performance for linear systems with interval time-varying delays via new triple integral functionals , 2014, Appl. Math. Comput..

[27]  Frédéric Gouaisbaut,et al.  Wirtinger-based integral inequality: Application to time-delay systems , 2013, Autom..

[28]  Huaguang Zhang,et al.  Synchronization between two general complex networks with time-delay by adaptive periodically intermittent pinning control , 2014, Neurocomputing.

[29]  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.

[30]  Renquan Lu,et al.  Asynchronous Dissipative State Estimation for Stochastic Complex Networks With Quantized Jumping Coupling and Uncertain Measurements , 2017, IEEE Transactions on Neural Networks and Learning Systems.

[31]  V. Latora,et al.  Complex networks: Structure and dynamics , 2006 .

[32]  Bo Song,et al.  Exponential synchronization for complex dynamical networks with sampled-data , 2012, J. Frankl. Inst..

[33]  Alexander L. Fradkov,et al.  Introduction to Control of Oscillations and Chaos , 1998 .

[34]  Fang Wu,et al.  Networked Control With Reset Quantized State Based on Bernoulli Processing , 2014, IEEE Transactions on Industrial Electronics.

[35]  Peng Shi,et al.  Robust sampled-data control for Markovian jump linear systems , 2006, Autom..

[36]  Renquan Lu,et al.  Networked Control With State Reset and Quantized Measurements: Observer-Based Case , 2013, IEEE Transactions on Industrial Electronics.

[37]  Jinde Cao,et al.  Synchronization Control for Nonlinear Stochastic Dynamical Networks: Pinning Impulsive Strategy , 2012, IEEE Transactions on Neural Networks and Learning Systems.

[38]  Emilia Fridman,et al.  Robust sampled-data stabilization of linear systems: an input delay approach , 2004, Autom..

[39]  Peng Shi,et al.  Sampled-Data Exponential Synchronization of Complex Dynamical Networks With Time-Varying Coupling Delay , 2013, IEEE Transactions on Neural Networks and Learning Systems.

[40]  Xinzhi Liu,et al.  On designing stochastic sampled-data controller for master-slave synchronization of chaotic Lur'e system via a novel integral inequality , 2016, Commun. Nonlinear Sci. Numer. Simul..

[41]  Zidong Wang,et al.  Sampled-Data Synchronization Control of Dynamical Networks With Stochastic Sampling , 2012, IEEE Transactions on Automatic Control.

[42]  R. Rakkiyappan,et al.  Pinning sampled-data control for synchronization of complex networks with probabilistic time-varying delays using quadratic convex approach , 2015, Neurocomputing.

[43]  Hisaya Fujioka Stability analysis of systems with aperiodic sample-and-hold devices , 2009, Autom..

[44]  S. M. Lee,et al.  Improved results on sampled-data synchronization of complex dynamical networks with time-varying coupling delay , 2015 .

[45]  Jianjun Bai,et al.  Fuzzy-Model-Based Quantized Guaranteed Cost Control of Nonlinear Networked Systems , 2015, IEEE Transactions on Fuzzy Systems.

[46]  David J. Hill,et al.  Global Asymptotical Synchronization of Chaotic Lur'e Systems Using Sampled Data: A Linear Matrix Inequality Approach , 2008, IEEE Transactions on Circuits and Systems II: Express Briefs.

[47]  Zidong Wang,et al.  A Stochastic Sampled-Data Approach to Distributed $H_{\infty }$ Filtering in Sensor Networks , 2011, IEEE Transactions on Circuits and Systems I: Regular Papers.

[48]  S. Strogatz Exploring complex networks , 2001, Nature.