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Decoupling control of three-axis simulator
- 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