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Decoupling control of three-axis simulator

Authors :
Zhen-Yu Wang
Guo-Xing Yi
Changhong Wang
Bo-Chang Shen
Wei Jiang
Source :
2005 International Conference on Machine Learning and Cybernetics.
Publication Year :
2005
Publisher :
IEEE, 2005.

Abstract

In this paper, the decoupling problem for a three-axis simulator is considered. The dynamic model of the simulator is established firstly, and the reversibility of the model is proved. The three-axis simulator is highly coupled and nonlinear. The nonlinear autoregressive exogenous input (NARX) neural network is introduced to identify the inverse model of the simulator. A Lyapunov function is introduced to prove the convergence of the network. A strategy for inverse model decoupling control is proposed. The decoupling result in this paper supports the theory and decoupling strategy.

Details

Database :
OpenAIRE
Journal :
2005 International Conference on Machine Learning and Cybernetics
Accession number :
edsair.doi...........cef2fbf6ba31e7c652f9585cf4445643