Abstract
The problem of sampled-data synchronization of complex dynamical networks with distributed coupling delay and time-varying sampling is discussed in this paper. Based on the input delay approach and two integral inequalities, a stability criterion is proposed for the error dynamics, which is sampling-interval-dependent. Based on the given criterion, the design method of the desired sampled-data controllers is also obtained in terms of the solution to linear matrix inequalities, which can be checked effectively by using available software. An example is given to illustrate the effectiveness of the proposed result.
Similar content being viewed by others
References
Liu, Y., Wang, Z., Liang, J., Liu, X.: Stability and synchronization of discrete-time Markovian jumping neural networks with mixed mode-dependent time delays. IEEE Trans. Neural Netw. 20, 1102–1116 (2009)
Li, Z.-X., Park, JuH, Wu, Z.G.: Synchronization of complex networks with nonhomogeneous Markov jump topology. Nonlinear Dyn. 74, 65–75 (2013)
Jeong, S.C., Ji, D.H., Park, JuH, Won, S.C.: Adaptive synchronization for uncertain complex dynamical network using fuzzy disturbance observer. Nonlinear Dyn. 71, 223–234 (2013)
Zhang, Q., Zhao, J.: Projective and lag synchronization between general complex networks via impulsive control. Nonlinear Dyn. 67, 2519–2525 (2012)
Ji, D., Lee, D., Koo, J., Won, S., Lee, S., Park, J.H.: Synchronization of neutral complex dynamical networks with coupling time-varying delays. Nonlinear Dyn. 65, 349–358 (2011)
Song, B., Park, Ju H., Wu, Z.-G., Zhang, Y.: Global synchronization of stochastic delayed complex networks. Nonlinear Dyn. 70, 2389–2399 (2012)
Wang, Z., Wang, Y., Liu, Y.: Global synchronization for discrete-time stochastic complex networks with randomly occurred nonlinearities and mixed time-delays. IEEE Trans. Neural Netw. 21, 11–25 (2010)
Wang, Y.-W., Xiao, J.-W., Wen, C., Guan, Z.-H.: Synchronization of continuous dynamical networks with discrete-time communications. IEEE Trans. Neural Netw. 22, 1979–1986 (2011)
Su, H., Rong, Z., Chen, M.Z.Q., Wang, X., Chen, G., Wang, H.: Decentralized adaptive pinning control for cluster synchronization of complex dynamical networks. IEEE Trans. Cybern. 43, 394–399 (2013)
Fen, Z., Gao, H., Zhen, W.: New synchronization stability of complex networks with an interval time-varying coupling delay. IEEE Trans. Circuits Syst. II 56, 499–503 (2009)
Duan, Z., Chen, G.: Global robust stability and synchronization of networks with Lorenz-type nodes. IEEE Trans. Circuits Syst. II 56, 679–683 (2009)
Xia, Y., Hil, D.J.: Dynamic braess’s Paradox in complex communication networks. IEEE Trans. Circuits Syst. II 60, 172–176 (2013)
Shi, P.: Filtering on sampled-data systems with parametric uncertainty. IEEE Trans. Autom. Control 43, 1022–1027 (1998)
Fridman, E., Seuret, A., Richard, J.P.: Robust sampled-data stabilization of linear systems: an input delay approach. Automatica 40, 1441–1446 (2004)
Fridman, E.: A refined input delay approach to sampled-data control. Automatica 46, 421–427 (2010)
Wu, Z., Shi, P., Su, H., Chu, J.: Stochastic synchronization of Markovian jump neural networks with time-varying delay using sampled-data. IEEE Trans. Cybern. 43, 1796–1806 (2013)
Li, N., Zhang, Y., Hu, J., Nie, Z.: Synchronization for general complex dynamical networks with sampled-data. Neurocomputing 74, 805–811 (2011)
Wu, Z., Shi, P., Su, H., Chu, J.: Sampled-data exponential synchronization of complex dynamical networks with time-varying coupling delay. IEEE Trans. Neural Netw. Learn. Syst. 24, 1177–1187 (2013)
Wang, Z., Liu, Y., Wei, G., Liu, X.: A note on control of a class of discrete-time stochastic systems with distributed delays and nonlinear disturbances. Automatica 46, 543–548 (2010)
Liu, Y., Wang, Z., Liang, J., Liu, X.: Synchronization of coupled neutral-type neural networks with jumping-mode-dependent discrete and unbounded distributed delays. IEEE Trans. Cybern. 43, 102–114 (2013)
Wang, Z., Liu, Y., Liu, X.: On global asymptotic stability of neural networks with discrete and distributed delays. Phys. Lett. A 345, 299–308 (2005)
Xu, S., Lam, J., Chen, T., Zou, Y.: A delay-dependent approach to robust \({H}_\infty \) filtering for uncertain distributed delay systems. IEEE Trans. Signal Process. 53, 3764–3772 (2005)
Wang, Z., Liu, Y., Liu, X.: \({H}_{\infty }\) filtering for uncertain stochastic time-delay systems with sector-bounded nonlinearities. Automatica 44, 1268–1277 (2008)
Gu, K., Kharitonov, V.K., Chen, J.: Stability of Time-Delay Systems. Birkhauser, Boston (2003)
Shu, Z., Lam, J.: Exponential estimates and stabilization of uncertain singular systems with discrete and distributed delays. Int. J. Control 81, 865–882 (2008)
Park, P., Ko, J.W., Jeong, C.: Reciprocally convex approach to stability of systems with time-varying delays. Automatica 47, 235–238 (2011)
Shen, B., Wang, Z., Liu, X.: Sampled-data synchronization control of complex dynamical networks with stochastic sampling. IEEE Trans. Autom. Control 57, 2644–2650 (2012)
Wu, Z.-G., Shi, P., Su, H., Chu, J.: Asynchronous \(l_2-l_\infty \) filtering for discrete-time stochastic Markov jump systems with randomly occurred sensor nonlinearities. Automatica 50, 180–186 (2014)
Wu, Z.-G., Shi, P., Su, H., Chu, J.: Passivity analysis for discrete-time stochastic Markovian jump neural networks with mixed time-delays. IEEE Trans. Neural Netw. 22, 1566–1575 (2011)
Wu, Z., Su, H., Chu, J.: Delay-dependent \({H}_{\infty }\) filtering for singular Markovian jump time-delay systems. Signal Process. 90, 1815–1824 (2010)
Shi, T., Su, H., Chu, J.: Robust \(H_\infty \) output feedback control for Markovian jump systems with actuator saturation. Optim. Control Appl. Methods 33, 676–695 (2012)
Shen, H., Xu, S., Lu, J., Zhou, J.: Passivity-based control for uncertain stochastic jumping systems with mode-dependent round-trip time delays. J. Frankl. Inst. 349, 1665–1680 (2012)
Shen, H., Xu, S., Zhou, J., Lu, J.: Fuzzy \(H_\infty \) filtering for nonlinear Markovian jump neutral systems. Int. J. Syst. Sci. 42, 767–780 (2011)
Liu, X., Chen, T., Cao, J., Lu, W.: Dissipativity and quasi-synchronization for neural networks with discontinuous activations and parameter mismatches. Neural Netw. 24, 1013–1021 (2011)
Liu, X., Cao, J., Huang, G.: Complete periodic synchronization of delayed neural networks with discontinuous activations. Int. J. Bifurc. Chaos 20, 2151–2164 (2010)
Liu, X., Cao, J.: Robust state estimation for neural networks with discontinuous activations. IEEE Trans. Syst. Man Cybern. B 40, 1425–1437 (2010)
Acknowledgments
The work of J. H. Park was supported by Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (2013R1A1A2A10005201). The work of Z.-X. Li was supported by the National Natural Science Foundation of China under Grant Nos. 61174029 and 61304072.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Li, ZX., Park, J.H. Sampling-interval-dependent synchronization of complex dynamical networks with distributed coupling delay. Nonlinear Dyn 78, 341–348 (2014). https://doi.org/10.1007/s11071-014-1443-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11071-014-1443-9