Abstract
This paper deals with the synchronization stability and control problems for neutral-type complex dynamical network with interval time-varying coupling delay. By dividing the delay interval into two equidistant subintervals and constructing two appropriate Lyapunov–Krasovskii functionals, several less conservative delay-dependent synchronization stability criteria are proposed in terms of linear matrix inequalities. Furthermore, a simple linear state feedback controller is introduced to force the network to synchronize, while the whole network cannot achieve synchronization by itself. Some sufficient synchronization conditions for the controlled network are derived. The minimum feedback gain can be determined based on the proposed conditions. Numerical examples are given to demonstrate the effectiveness and less conservatism of the proposed method.
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References
R. Albert, A. Barabasi, Statistical mechanics of complex networks. Rev. Mod. Phys. 74, 48–97 (2002)
P. Balasubramaniama, L. Jarina Banua, Synchronization criteria of discrete-time complex networks with time-varying delays and parameter uncertainties. Cogn. Neurodyn. 8(3), 199–215 (2014)
S. Boccaletti, V. Latora, Y. Moreno, M. Chavez, D. Hwang, Complex networks: structure and dynamics. Phys. Rep. 424, 175–308 (2006)
Y. Dai, Y. Cai, X. Xu, Synchronization criteria for complex dynamical networks with neutral-type coupling delay. Phys. A 387(17), 4673–4682 (2008)
W. Duan, B. Du, J. You, Y. Zou, Synchronization criteria for neutral complex dynamic networks with interal time-varying coupling delays. Asian J. Control 15(5), 1385–1396 (2013)
G. Hu, Global synchronization for coupled Lur’e dynamical networks. Circuits Syst. Signal Process. 32(6), 2851–2866 (2013)
C. Huang, D. Ho, J. Lu, Partial-information-based synchronization analysis for complex dynamical networks. J. Frankl. Inst. 352, 3458–3475 (2015)
L. Jarina Banua, P. Balasubramaniama, Synchronisation of discrete-time complex networks with randomly occurring uncertainties, nonlinearities and time-delays. Int. J. Syst. Sci. 45(7), 1427–1450 (2014)
D. Ji, D. Lee, J. Koo, S. Won, S. Lee, J. Park, Synchronization of neutral complex dynamical networks with coupling time-varying delays. Nonlinear Dyn. 65(4), 349–358 (2011)
C. Li, G. Chen, Synchronization in general complex dynamical networks with coupling delays. Phys. A 343, 263–278 (2004)
H. Li, New criteria for synchronization stability of continuous complex dynamical networks with non-delayed and delayed coupling. Commun. Nonlinear Sci. Numer. Simul. 16, 1027–1043 (2011)
H. Li, Z. Chen, L. Wu, H.K. Lam, H. Du, Event-triggered fault detection of nonlinear networked systems. IEEE Trans. Cybern. (2016). doi:10.1109/TCYB.2016.2536750
H. Li, Y. Gao, P. Shi, H. Lam, Observer-based fault detection for nonlinear systems with sensor fault and limited communication capacity. IEEE Trans. Autom. Control (2015). doi:10.1109/TAC.2015.2503566
H. Li, Y. Pan, P. Shi, Y. Shi, Switched fuzzy output feedback control and its application to mass-spring-damping system. IEEE Trans. Fuzzy Syst. (2015). doi:10.1109/TFUZZ.2015.2505332
H. Li, J. Wang, P. Shi, Output-feedback based sliding mode control for fuzzy systems with actuator saturation. IEEE Trans. Fuzzy Syst. (2015). doi:10.1109/TFUZZ.2015.2513085
H. Li, C. Wu, S. Yin, H. Lam, Observer-based fuzzy control for nonlinear networked systems under unmeasurable premise variables. IEEE Trans. Fuzzy Syst. (2015). doi:10.1109/TFUZZ.2015.2505331
K. Li, S. Guan, X. Gong, C. Lai, Synchronization stability of general complex dynamical networks with time varying delays. Phys. Lett. A 372, 7133–7139 (2008)
J. Lu, D. Ho, Local and global synchronization in general complex dynamical networks with delay coupling. Chaos Solitons Fractals 37, 1497–1510 (2008)
J. Lu, J. Kurths, J. Cao, N. Mahdavi, C. Huang, Synchronization control for nonlinear stochastic dynamical networks: pinning impulsive strategy. IEEE Trans. Neural Netw. Learn. Syst. 23, 285–292 (2012)
S. Mou, H. Gao, Y. Zhao, W. Qiang, Further improvement on synchronization stability of complex networks with coupling delays. Int. J. Comput. Math. 85(8), 1255–1263 (2008)
P. Park, J. Ko, C. Jeong, Reciprocally convex approach to stability of systems with time-varying delays. Automatica 47, 235–238 (2011)
R. Rakkiyappan, R. Sasirekha, Asymptotic synchronization of continuous/discrete complex dynamical networks by optimal partitioning method. Complexity 21(2), 193–210 (2015)
V.M. Revathi, P. Balasubramaniam, K. Ratnavelu, Delay-dependent filtering for complex dynamical networks with time-varying delays in nonlinear function and network couplings. Signal Process. 118, 122–132 (2016)
A. Seuret, F. Gouaisbaut, Wirtinger-based integral inequality: application to time-delay systems. Automatica 49, 2860–2866 (2013)
B. Shen, Z. Wang, X. Liu, Sampled-data synchronization control of dynamical networks with stochastic sampling. IEEE Trans. Autom. Control 57(10), 2644–2650 (2011)
Y. Tang, W.K. Wong, Distributed synchronization of coupled neural networks via randomly occurring control. IEEE Trans. Neural Netw. Learn. Syst. 24(3), 435–447 (2013)
X. Wang, Synchronization in scale-free dynamical networks: robustness and fragility. IEEE Trans. Circuits Syst. I: Regul. Pap. 49(49), 54–62 (2002)
X. Wang, G. Chen, Complex networks: small-world, scale-free, and beyond. IEEE Circuits Syst. Mag. 3, 6–20 (2003)
Y. Wang, T. Bian, J. Xiao, C. Wen, Global synchronization of complex dynamical networks through digital communication with limited data rate. IEEE Trans. Neural Netw. Learn. Syst. 26(10), 2487–2499 (2015)
X. Wu, Y. Liu, J. Zhou, Pinning adaptive synchronization of general time-varying delayed and multi-linked networks with variable structures. Neurocomputing 147, 492–499 (2015)
J. Xiao, Y. Yang, J. Long, Synchronisation of complex networks with derivative coupling via adaptive control. Int. J. Syst. Sci. 44(12), 2183–2189 (2013)
X. Xie, D. Yue, H. Zhang, Y. Xue, Control synthesis of discrete-time T-S fuzzy systems via a multi-instant homogenous polynomial approach. IEEE Trans. Cybern. 46(3), 630–640 (2016)
Y. Xu, C. Xie, D. Tong, Adaptive synchronization for dynamical networks of neutral type with time delay. Optik 125(1), 380–385 (2014)
D. Yue, H. Li, Synchronization stability of continuous/discrete complex dynamical networks with interval time-varying delays. Neurocomputing 73, 809–819 (2010)
H. Zhang, M. Zhao, Z. Wang, Z. Wu, Adaptive synchronization of an uncertain coupling complex network with time-delay. Nonlinear Dyn. 77(3), 643–653 (2014)
Y. Zhang, B. Song, J. Park, G. Shi, Z. Wu, Global synchronization of complex networks perturbed by Brown noises and Poisson noises. Circuits Syst. Signal Process. 33(9), 2827–2849 (2014)
Y. Zhang, S. Xu, Y. Chu, J. Lu, Robust global synchronization of complex networks with neutral-type delayed nodes. Appl. Math. Comput. 216(3), 768–778 (2010)
J. Zhou, Z. Wang, Y. Wang, Q. Kong, Synchronization in complex dynamical networks with interval time-varying coupling delays. Nonlinear Dyn. 72, 377–388 (2013)
Q. Zhu, W. Zhou, D. Tong, J. Fang, Adaptive synchronization for stochastic neural networks of neutral-type with mixed time-delays. Neurocomputing 99, 477–485 (2012)
Acknowledgments
The authors would like to thank the Associate Editor and anonymous referees for their helpful comments and suggestions which have greatly improved this paper. This research work was supported by the National Natural Science Foundation of China (Grant No. 61303020) and the Scientific and Technological Innovation Programs of Higher Education Institutions in Shanxi (Grant No. 2015168).
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Wang, Ja., Zeng, C. & Wen, X. Synchronization Stability and Control for Neutral Complex Dynamical Network with Interval Time-Varying Coupling Delay. Circuits Syst Signal Process 36, 559–576 (2017). https://doi.org/10.1007/s00034-016-0328-1
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DOI: https://doi.org/10.1007/s00034-016-0328-1