DocumentCode
2698359
Title
Neural network adaptive controllers
Author
Scott, R.W. ; Collins, D.J.
fYear
1990
fDate
17-21 June 1990
Firstpage
381
Abstract
The application of parallel distributed processing (neural networks) to the problem of adaptive control is examined. Focusing on the backpropagation paradigm, a general form of a controller consistent with neural networks is developed and combined with linear least-squares parameter-estimation techniques to suggest a structure for neural network adaptive controllers. This neural network adaptive control structure is then applied to a number of estimation problems using the longitudinal motion of the A-4 aircraft as a model
Keywords
adaptive control; neural nets; parallel architectures; parameter estimation; A-4 aircraft; adaptive control; backpropagation; linear least-squares parameter-estimation; longitudinal motion; neural networks; parallel distributed processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1990., 1990 IJCNN International Joint Conference on
Conference_Location
San Diego, CA, USA
Type
conf
DOI
10.1109/IJCNN.1990.137872
Filename
5726830
Link To Document