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Content Provider | IEEE Xplore Digital Library |
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Author | Dohyeon Lee Cheolkeun Ha Hyoung Sik Choi |
Copyright Year | 2012 |
Description | Author affiliation: Korea Aerospace Research Institute (Hyoung Sik Choi) || School of Mechanical Engineering, University of Ulsan, Korea (Dohyeon Lee; Cheolkeun Ha) |
Abstract | This paper deals with an adaptive control problem based on output-feedback. The objective of this problem is that the output of nonlinear system using this adaptive control technique should follow a given command, which is continuous and differentiable in time. In this approach, relative degree of the output is assumed to be known. This approach introduces error state observer and single hidden layer neural network to the adaptive control structure. The update law of the neural network weights is obtained from ultimate boundedness of error signal through the direct method of Lyapunov stability. This technique is applied to an example of ‘Van der pol’ problem to demonstrate effectiveness of this technique. |
Starting Page | 1 |
Ending Page | 4 |
File Size | 983688 |
Page Count | 4 |
File Format | |
ISBN | 9781467317726 |
e-ISBN | 9781467317733 |
DOI | 10.1109/IFOST.2012.6357813 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2012-09-18 |
Publisher Place | Russia |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Adaptation models State Observer Neural networks Single Hidden Layer Neural Network Adaptive Control Observers Mathematical model Adaptive control Nonlinear systems Output feedback |
Content Type | Text |
Resource Type | Article |
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