| 用模糊模型在线辨识非线性系统 |
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| 引用本文： | 陈建勤,席裕庚.用模糊模型在线辨识非线性系统[J].自动化学报,1998,24(1):90-94. |
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| 作者姓名： | 陈建勤 席裕庚 |
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| 作者单位： | 1.上海交通大学自动化研究所,上海 |
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| 基金项目： | 国家自然科学基金,中国博士后基金 |
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| 摘 要： | 讨论用模糊方法实现非线性系统在线辨识问题.首先给出了简化的模糊规则表达
方法及其相应的自适应模糊推理,在此基础上给出了模糊模型参数在线辨识算法.最后对
非线性模型进行在线辨识,验证了本文提出的模糊模型及其在线辨识算法.
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| 关 键 词： | 模糊系统 非线性系统建模 在线辨识 聚类算法 |
| 收稿时间： | 1996-4-4 |
On-Line Identification of Nonlinear Systems Using Fuzzy Model |
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| CHEN JIANQIN,XI YUGENG.On-Line Identification of Nonlinear Systems Using Fuzzy Model[J].Acta Automatica Sinica,1998,24(1):90-94. |
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| Authors: | CHEN JIANQIN XI YUGENG |
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| Affiliation: | 1.Institute of Automation,Shanghai Jiaotong University,Shanghai |
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| Abstract: | Nonlinear system modeling using fuzzy system is discussed in this paper. A simple fuzzy rule representation method and the corresponding adaptive fuzzy inference are proposed. Based on this modified fuzzy system, the paper presents an on line identification algorithm with which the on line parameter estimation of nonlinear system is realized. A nonlinear model, as an example, is identified to verify the fuzzy system and identification algorithms. |
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| Keywords: | Fuzzy systems nonlinear system modeling on line identification clustering algorithms |
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