| 基于支持向量机的飞行控制系统辨识 |
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| 引用本文： | 尹德义,李中健.基于支持向量机的飞行控制系统辨识[J].飞行力学,2010,28(6). |
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| 作者姓名： | 尹德义 李中健 |
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| 作者单位： | 西北工业大学,自动化学院,陕西,西安,710072 |
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| 摘 要： | 以飞机为研究背景,基于系统辨识中的串-并联辨识模型,应用一种支持向量回归机的方法,对飞行控制系统模型进行了辨识。通过仿真,成功地得到了飞行控制系统的辨识模型。结果表明:该方法有很好的预测性能,具有很高的精度,同时也能很好地反映飞行控制系统的特性。
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| 关 键 词： | 统计学习理论 支持向量机 飞行控制系统 辨识 |
Identification of flight control system based on support vector machine |
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| YIN De-yi,LI Zhong-jian.Identification of flight control system based on support vector machine[J].Flight Dynamics,2010,28(6). |
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| Authors: | YIN De-yi LI Zhong-jian |
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| Institution: | YIN De-yi,LI Zhong-jian(College of Automation,Northwestern Polytechnical University,Xi'an 710072,China) |
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| Abstract: | At the background of airplane,based on the series-parallel identification model in system identification,the support vector regression machine method is applied to identify a flight control system model.Through the simulation,the model of flight control system is successfully identified.The simulation results show that: the design of the identification model predicted a good performance,with very high accuracy,at the same time;it also can be very good to reflect the characteristics of flight control systems... |
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| Keywords: | statistical learning theory support vector machine flight control system identification |
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