Fuzzy PD Control of Networked Control Systems Based on CMAC Neural Network
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-12-30
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
The network and plant can be regarded as a controlled time-varying system because of the random induced delay in the networked control systems.
The cerebellar model articulation controller (CMAC) neural network and a PD controller are combined to achieve the forward feedback control.
The PD controller parameters are adjusted adaptively by fuzzy reasoning mechanism, which can optimize the control effect by reducing the uncertainty caused by the network-induced delay.
Finally, the simulations show that the control method proposed can improve the performance effectively.
American Psychological Association (APA)
Huang, Li-lian& Chen, Jin. 2012. Fuzzy PD Control of Networked Control Systems Based on CMAC Neural Network. Mathematical Problems in Engineering،Vol. 2012, no. 2012, pp.1-10.
https://search.emarefa.net/detail/BIM-1001525
Modern Language Association (MLA)
Huang, Li-lian& Chen, Jin. Fuzzy PD Control of Networked Control Systems Based on CMAC Neural Network. Mathematical Problems in Engineering No. 2012 (2012), pp.1-10.
https://search.emarefa.net/detail/BIM-1001525
American Medical Association (AMA)
Huang, Li-lian& Chen, Jin. Fuzzy PD Control of Networked Control Systems Based on CMAC Neural Network. Mathematical Problems in Engineering. 2012. Vol. 2012, no. 2012, pp.1-10.
https://search.emarefa.net/detail/BIM-1001525
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1001525