DocumentCode :
2666024
Title :
Design and stability analysis of nonlinear networked control systems with random delay based on Neural Network
Author :
Chai, Runqi ; Dong, Lijing ; Zhang, Baihai
Author_Institution :
Coll. of Sci., North China Univ. of Technol., Beijing, China
fYear :
2012
fDate :
23-25 May 2012
Firstpage :
523
Lastpage :
528
Abstract :
Design and stability analysis of nonlinear networked control system with random network delay in both feedback and forward channels are concerned in this paper. A new control strategy, which consists of control prediction generator and time delay compensator, was developed to compensate for the time delay in an active way. Neural Network (NN) was employed to generate predictive state vector, then through the controller, predictive control vector can be achieved. To illustrate the performance of the proposed scheme for uncertain nonlinear system, numerical simulations are carried out. The results show the feasibility and efficiency of the control strategy.
Keywords :
control system synthesis; delays; distributed control; multivariable control systems; networked control systems; neurocontrollers; nonlinear control systems; numerical analysis; stability; design analysis; feedback channels; forward channels; neural network; nonlinear networked control systems; numerical simulations; prediction generator control; random network delay; stability analysis; time delay compensator; Delay; Delay effects; Networked control systems; Neural networks; Nonlinear systems; Predictive control; Trajectory; Nonlinear Networked Control System (NNCS); predictive control and Neural Network (NN);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Decision Conference (CCDC), 2012 24th Chinese
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4577-2073-4
Type :
conf
DOI :
10.1109/CCDC.2012.6244079
Filename :
6244079
Link To Document :
بازگشت