| 基于RBF的模糊神经网络控制器设计与仿真分析 |
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| 引用本文： | 闫小伟,杨洁明. 基于RBF的模糊神经网络控制器设计与仿真分析[J]. 微计算机信息, 2006, 22(7): 68-70 |
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| 作者姓名： | 闫小伟 杨洁明 |
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| 作者单位： | 030024,太原理工大学机械电子工程研究所 |
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| 基金项目： | 山西省自然科学基金资助(20031048) |
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| 摘 要： | 介绍一种基于RBF的模糊神经网络设计与仿真分析的实现方法。该方法利用MATLAB中的神经网络工具箱图形用户界面GUI结合模糊控制规则表给定的输入/输出样本数据设计、构建RBF模糊神经控制器,并在Simulink中建立系统仿真模型。通过对阶跃输入信号作用下系统动态性能的仿真分析,结果表明基于RBF的模糊神经控制器有良好的控制性能。
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| 关 键 词： | RBF神经网络 模糊神经网络 控制器 仿真 |
| 文章编号： | 1008-0570(2006)03-1-0068-03 |
| 修稿时间： | 2005-07-26 |
Design & Simulation Analysis of Controller Based on RBF Fuzzy Neural Network |
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| Yan,Xiaowei,Yang,Jieming. Design & Simulation Analysis of Controller Based on RBF Fuzzy Neural Network[J]. Control & Automation, 2006, 22(7): 68-70 |
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| Authors: | Yan Xiaowei Yang Jieming |
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| Abstract: | It is presented in this paper a design and simulation analysis method of the controller based on RBF fuzzy neural network. The method design and construct a fuzzy- neural controller by utilizing GUI of Neural Network Toolbox in MATLAB and I/O data stipulated in regulation table of fuzzy controller, and build an simulation model in the Simulink. By analyzing the dynamic character- istics of the whole system according to the step response, the simulation results show that fuzzy- neural controller has better control- ling performance. |
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| Keywords: | RBF neural network fuzzy neural network controller simulation |
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