| 基于BP网络的BTT导弹逆控制方法 |
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| 引用本文： | 王志鹏,马建伟,刘忠. 基于BP网络的BTT导弹逆控制方法[J]. 火力与指挥控制, 2011, 36(10): 53-56 |
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| 作者姓名： | 王志鹏 马建伟 刘忠 |
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| 作者单位： | 1. 河南科技大学,河南洛阳,471003
2. 中国空空导弹研究院,河南洛阳,471009 |
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| 基金项目： | 总装备部预研基金资助项目 |
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| 摘 要： | 运用BP神经网络结构和Levenberg-Marquardt算法,对导弹动力学特性进行动态逆模型辨识,并以辨识模型为控制器与BTT导弹控制系统串联构成动态伪线性系统,进而应用逆系统方法设计了一种用于解决BTT导弹非线性控制问题的经典控制与神经网络在线自学习控制相结合的控制方法.从理论上证明了该控制方案可以实现对导弹三通...
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| 关 键 词： | BP神经网络 BTT导弹 逆控制 Levenberg-Marquardt算法 |
Inverse Control Method of BTT Missle Based on BP Neural Network |
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| WANG Zhi-peng,MA Jian-wei,LIU Zhong. Inverse Control Method of BTT Missle Based on BP Neural Network[J]. Fire Control & Command Control, 2011, 36(10): 53-56 |
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| Authors: | WANG Zhi-peng MA Jian-wei LIU Zhong |
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| Affiliation: | WANG Zhi-peng1,MA Jian-wei1,LIU Zhong2(1.Henan University of Science and Technology,Luoyang 471003,China,2.China Airbome Missile Academy,Luoyang 471009,China) |
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| Abstract: | A BP neural network applying Levenberg-Marquard lgorithm was used to realize the identification of the inverse dynamic system model of missile.And the system which makes the indentificaiton model and the BTT missle control system are in series was dynamic pseudolinear.Then a method of on-line self-learning control strategy which combines inverse control based on classical control with neural network,was proposed in the system.It is proved theoretically that the method can realize the missle three channel's ... |
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| Keywords: | BP neural network BTT missle inverse control Levenberg-Marquardt algorithm |
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