Information Fusion Based Decoupling Control for Multivariable Nonlinear System
Joint Authors
Zhen, Ziyang
Jiang, Ju
Wang, Zhisheng
Wang, Xinhua
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-02-23
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
A decoupling control method based on information fusion estimation for a nonlinear system is presented in the paper.
For each main channel and its coupled channels of the system, according to the information fusion theorem, the estimation of the system future state is obtained by fusing the information of the desired output trajectory of the system.
Furthermore, approximate optimal control rule is obtained by fusing the system future state information and the control energy soft constraint information.
Then an information fusion based decoupling control (IFBDC) system is established for the nonlinear coupled multiple-input multiple-output systems.
This system cannot only control every channel to track reference signals, but also control any channel to be decoupled with other channels.
Finally, a robot manipulator system is given to investigate the effectiveness of the decoupling control strategy, analyze its key parameters, and analyze the computational cost.
The simulation results show that the IFBDC method is characterized by adjustable decoupling degree and high control quality.
American Psychological Association (APA)
Zhen, Ziyang& Jiang, Ju& Wang, Zhisheng& Wang, Xinhua. 2015. Information Fusion Based Decoupling Control for Multivariable Nonlinear System. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1073600
Modern Language Association (MLA)
Zhen, Ziyang…[et al.]. Information Fusion Based Decoupling Control for Multivariable Nonlinear System. Mathematical Problems in Engineering No. 2015 (2015), pp.1-10.
https://search.emarefa.net/detail/BIM-1073600
American Medical Association (AMA)
Zhen, Ziyang& Jiang, Ju& Wang, Zhisheng& Wang, Xinhua. Information Fusion Based Decoupling Control for Multivariable Nonlinear System. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1073600
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1073600