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