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题名: Fuzzy Modeling Control for Aircraft Automatic Landing System
贡献者: NTOU:Department of Communications Navigation and Control Engineering
日期: 2005-02-02
上传时间: 2011-10-21T02:36:08Z
出版者: International Journal of Systems Science
摘要: abstract:Aircraft landing control based on fuzzy modelling networks is presented. The proposed scheme uses a fuzzy controller combined with a linearized inverse aircraft model. A multi-layered fuzzy neural network is used as the controller, providing the control signals at each stage of the aircraft-landing phase. The algorithm used to train the network is the Backpropagation Through Time. The linearized inverse aircraft model provides the error signals that will be used to back-propagate through the controller at each stage. The objective of this study is to improve the performance of conventional automatic landing systems. The simulation results are described for the automatic landing system of a commercial aeroplane. Tracking performance and robustness are demonstrated through software simulations. Simulation results show that the fuzzy controller can successfully expand the safety envelope to include more hostile environments such as severe turbulence.
關聯: 36(2), pp.77-87
显示于类别:[通訊與導航工程學系] 期刊論文





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