Adaptive Neural Network Dynamic Inversion with Prescribed Performance for Aircraft Flight Control
An adaptive neural network dynamic inversion with prescribed performance method is proposed for aircraft flight control. The aircraft nonlinear attitude angle model is analyzed. And we propose a new attitude angle controller design method based on prescribed performance which describes the convergen...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2013-01-01
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| Series: | Journal of Applied Mathematics |
| Online Access: | http://dx.doi.org/10.1155/2013/452653 |
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| _version_ | 1849408634811842560 |
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| author | Wendong Gai Honglun Wang Jing Zhang Yuxia Li |
| author_facet | Wendong Gai Honglun Wang Jing Zhang Yuxia Li |
| author_sort | Wendong Gai |
| collection | DOAJ |
| description | An adaptive neural network dynamic inversion with prescribed performance method is proposed for aircraft flight control. The aircraft nonlinear attitude angle model is analyzed. And we propose a new attitude angle controller design method based on prescribed performance which describes the convergence rate and overshoot of the tracking error. Then the model error is compensated by the adaptive neural network. Subsequently, the system stability is analyzed in detail. Finally, the proposed method is applied to the aircraft attitude tracking control system. The nonlinear simulation demonstrates that this method can guarantee the stability and tracking performance in the transient and steady behavior. |
| format | Article |
| id | doaj-art-7c65d63cbc3a4ce389bc80dc6f822a5f |
| institution | Kabale University |
| issn | 1110-757X 1687-0042 |
| language | English |
| publishDate | 2013-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Applied Mathematics |
| spelling | doaj-art-7c65d63cbc3a4ce389bc80dc6f822a5f2025-08-20T03:35:44ZengWileyJournal of Applied Mathematics1110-757X1687-00422013-01-01201310.1155/2013/452653452653Adaptive Neural Network Dynamic Inversion with Prescribed Performance for Aircraft Flight ControlWendong Gai0Honglun Wang1Jing Zhang2Yuxia Li3College of Information and Electrical Engineering, Shandong University of Science and Technology, Qingdao 266590, ChinaScience and Technology on Aircraft Control Laboratory, Beihang University, Beijing 100191, ChinaCollege of Information and Electrical Engineering, Shandong University of Science and Technology, Qingdao 266590, ChinaCollege of Information and Electrical Engineering, Shandong University of Science and Technology, Qingdao 266590, ChinaAn adaptive neural network dynamic inversion with prescribed performance method is proposed for aircraft flight control. The aircraft nonlinear attitude angle model is analyzed. And we propose a new attitude angle controller design method based on prescribed performance which describes the convergence rate and overshoot of the tracking error. Then the model error is compensated by the adaptive neural network. Subsequently, the system stability is analyzed in detail. Finally, the proposed method is applied to the aircraft attitude tracking control system. The nonlinear simulation demonstrates that this method can guarantee the stability and tracking performance in the transient and steady behavior.http://dx.doi.org/10.1155/2013/452653 |
| spellingShingle | Wendong Gai Honglun Wang Jing Zhang Yuxia Li Adaptive Neural Network Dynamic Inversion with Prescribed Performance for Aircraft Flight Control Journal of Applied Mathematics |
| title | Adaptive Neural Network Dynamic Inversion with Prescribed Performance for Aircraft Flight Control |
| title_full | Adaptive Neural Network Dynamic Inversion with Prescribed Performance for Aircraft Flight Control |
| title_fullStr | Adaptive Neural Network Dynamic Inversion with Prescribed Performance for Aircraft Flight Control |
| title_full_unstemmed | Adaptive Neural Network Dynamic Inversion with Prescribed Performance for Aircraft Flight Control |
| title_short | Adaptive Neural Network Dynamic Inversion with Prescribed Performance for Aircraft Flight Control |
| title_sort | adaptive neural network dynamic inversion with prescribed performance for aircraft flight control |
| url | http://dx.doi.org/10.1155/2013/452653 |
| work_keys_str_mv | AT wendonggai adaptiveneuralnetworkdynamicinversionwithprescribedperformanceforaircraftflightcontrol AT honglunwang adaptiveneuralnetworkdynamicinversionwithprescribedperformanceforaircraftflightcontrol AT jingzhang adaptiveneuralnetworkdynamicinversionwithprescribedperformanceforaircraftflightcontrol AT yuxiali adaptiveneuralnetworkdynamicinversionwithprescribedperformanceforaircraftflightcontrol |