Stabilization of Uncertain Fractional-Order Complex Switched Networks via impulsive Control and Its Application to Blind Source Separation

被引:6
作者
Zhang, Jin-E [1 ]
机构
[1] Hubei Normal Univ, Huangshi 435002, Peoples R China
关键词
Complex switched networks; fractional-order dynamic systems; parametric uncertainty; impulsive control; DYNAMICAL NETWORKS; FEEDBACK-CONTROL; NEURAL-NETWORKS; SYNCHRONIZATION; SYSTEMS; STABILITY; TOPOLOGY; DELAYS;
D O I
10.1109/ACCESS.2018.2848629
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper investigates the impulsive stabilization of fractional-order complex switched networks with parametric uncertainty. Using a fractional-order Lyapunov method and matrix inequality techniques, the dynamical characteristics of the controlled impulsive system are well captured, and a novel impulsive stabilizing criterion is derived in terms of algebraic conditions. The stabilization criterion is dependent on system parameters and on the lengths of impulsive intervals. In addition, a simulation example is given to demonstrate the effectiveness of the newly obtained results. Finally, an application of the obtained control pulse is also presented in the blind source separation.
引用
收藏
页码:32780 / 32789
页数:10
相关论文
共 28 条
[11]   Function projective synchronization in complex networks with switching topology and stochastic effects [J].
Jin, Yunguo ;
Zhong, Shouming .
APPLIED MATHEMATICS AND COMPUTATION, 2015, 259 :730-740
[12]   Impulsive synchronization schemes of stochastic complex networks with switching topology: Average time approach [J].
Li, Chaojie ;
Yu, Wenwu ;
Huang, Tingwen .
NEURAL NETWORKS, 2014, 54 :85-94
[13]   Stabilization of Delay Systems: Delay-Dependent Impulsive Control [J].
Li, Xiaodi ;
Song, Shiji .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 62 (01) :406-411
[14]   Impulsive control for stabilisation of discrete delay systems and synchronisation of discrete delay dynamical networks [J].
Liu, Xinzhi ;
Zhang, Kexue .
IET CONTROL THEORY AND APPLICATIONS, 2014, 8 (13) :1185-1195
[15]   Synchronization Control for Nonlinear Stochastic Dynamical Networks: Pinning Impulsive Strategy [J].
Lu, Jianquan ;
Kurths, Juergen ;
Cao, Jinde ;
Mahdavi, Nariman ;
Huang, Chi .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2012, 23 (02) :285-292
[16]   Consensus Control of Nonlinear Multiagent Systems With Time-Varying State Constraints [J].
Meng, Wenchao ;
Yang, Qinmin ;
Si, Jennie ;
Sun, Youxian .
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 47 (08) :2110-2120
[17]   Distributed Control of Nonlinear Multiagent Systems With Asymptotic Consensus [J].
Meng, Wenchao ;
Yang, Qinmin ;
Sarangapani, Jagannathan ;
Sun, Youxian .
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 47 (05) :749-757
[18]   Guaranteed Performance Control of DFIG Variable-Speed Wind Turbines [J].
Meng, Wenchao ;
Yang, Qinmin ;
Sun, Youxian .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2016, 24 (06) :2215-2223
[19]   Dynamics in piecewise linear and continuous models of complex switching networks [J].
Shahrear, Pabel ;
Glass, Leon ;
Wilds, Roy ;
Edwards, Rod .
MATHEMATICS AND COMPUTERS IN SIMULATION, 2015, 110 :33-39
[20]   Stability analysis of nonlinear fractional-order systems with variable-time impulses [J].
Song, Qiankun ;
Yang, Xujun ;
Li, Chuandong ;
Huang, Tingwen ;
Chen, Xiaofeng .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2017, 354 (07) :2959-2978