DocumentCode
2860544
Title
Stability analysis of neurocontrol systems using a describing function
Author
Delgado, A.
Author_Institution
Nat. Univ. of Colombia, Bogota, Colombia
Volume
3
fYear
1998
fDate
4-9 May 1998
Firstpage
2126
Abstract
This paper presents the stability analysis of closed loop systems with a linear plant and a neural network as controller (neurocontroller). The describing function of the neural network is used to determine the bounds for the network weights in order to predict the limit cycles and stable system response
Keywords
closed loop systems; control system analysis; feedforward neural nets; limit cycles; neurocontrollers; nonlinear systems; stability; closed loop systems; describing function; limit cycles; linear systems; multilayer neural network; neurocontrol systems; nonlinear systems; stability analysis; system response; Control systems; Control theory; Limit-cycles; Multi-layer neural network; Neural networks; Neurocontrollers; Nonlinear systems; Stability analysis; Telecommunication control; Transfer functions;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks Proceedings, 1998. IEEE World Congress on Computational Intelligence. The 1998 IEEE International Joint Conference on
Conference_Location
Anchorage, AK
ISSN
1098-7576
Print_ISBN
0-7803-4859-1
Type
conf
DOI
10.1109/IJCNN.1998.687188
Filename
687188
Link To Document