Recognizing system parameters in stochastic complex networks using adaptive synchronization

作者: Ze Tang , Ju H. Park , Tae H. Lee , H. Y. Jung

DOI: 10.1109/CDC.2016.7798723

关键词:

摘要: The recognition of system parameters in uncertain complex dynamical networks with stochastic disturbance and time-varying delay is investigated this note. By constructing a slave network designing feedback controllers, the outer synchronization between two achieved according to Ito differential formula, LaSalle'e invariance principle. Meanwhile, unknown control gains are obtained, re- spectively, based on adaptive updating laws. Additionally, numerical simulation given show validity analytical results.

参考文章(18)
Jinling Liang, Zidong Wang, Yurong Liu, Xiaohui Liu, State estimation for two-dimensional complex networks with randomly occurring nonlinearities and randomly varying sensor delays International Journal of Robust and Nonlinear Control. ,vol. 24, pp. 18- 38 ,(2014) , 10.1002/RNC.2869
Leimin Wang, Yi Shen, Quan Yin, Guodong Zhang, Adaptive Synchronization of Memristor-Based Neural Networks with Time-Varying Delays IEEE Transactions on Neural Networks. ,vol. 26, pp. 2033- 2042 ,(2015) , 10.1109/TNNLS.2014.2361776
Mohamed Assaad Hamida, Jesus De Leon, Alain Glumineau, Robert Boisliveau, None, An Adaptive Interconnected Observer for Sensorless Control of PM Synchronous Motors With Online Parameter Identification IEEE Transactions on Industrial Electronics. ,vol. 60, pp. 739- 748 ,(2013) , 10.1109/TIE.2012.2206355
Jiahu Qin, Huijun Gao, Wei Xing Zheng, Exponential Synchronization of Complex Networks of Linear Systems and Nonlinear Oscillators: A Unified Analysis IEEE Transactions on Neural Networks. ,vol. 26, pp. 510- 521 ,(2015) , 10.1109/TNNLS.2014.2316245
Kiyosi Ito, On stochastic differential equations Memoirs of the American Mathematical Society. pp. 0- 0 ,(1951) , 10.1090/MEMO/0004
Wei Lin, Huan-Fei Ma, Failure of parameter identification based on adaptive synchronization techniques Physical Review E. ,vol. 75, pp. 066212- ,(2007) , 10.1103/PHYSREVE.75.066212
Lixiang Li, Weiwei Li, Jürgen Kurths, Qun Luo, Yixian Yang, Shudong Li, Pinning adaptive synchronization of a class of uncertain complex dynamical networks with multi-link against network deterioration Chaos, Solitons & Fractals. ,vol. 72, pp. 20- 34 ,(2015) , 10.1016/J.CHAOS.2015.01.005
Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Passivity-based synchronization of a class of complex dynamical networks with time-varying delay Automatica. ,vol. 56, pp. 105- 112 ,(2015) , 10.1016/J.AUTOMATICA.2015.03.027
Hui Liu, Jun-An Lu, Jinhu Lü, David J. Hill, Structure identification of uncertain general complex dynamical networks with time delay Automatica. ,vol. 45, pp. 1799- 1807 ,(2009) , 10.1016/J.AUTOMATICA.2009.03.022
Chenxiao Cai, Zidong Wang, Jing Xu, Xiaohui Liu, Fuad E. Alsaadi, An Integrated Approach to Global Synchronization and State Estimation for Nonlinear Singularly Perturbed Complex Networks IEEE Transactions on Systems, Man, and Cybernetics. ,vol. 45, pp. 1597- 1609 ,(2015) , 10.1109/TCYB.2014.2356560