| 基于两种模型的非线性自适应建模 |
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| 引用本文： | 罗忠 谢永斌. 基于两种模型的非线性自适应建模[J]. 西安交通大学学报, 1997, 31(12): 20-25 |
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| 作者姓名： | 罗忠 谢永斌 |
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| 作者单位： | 西安交通大学 |
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| 摘 要： | 研究了基于截断Ｖｏｌｔｅｒｒａ级数和双线性递归差分方程的非线性自适应建模，考虑了ＭＭＳＥ和广义ＭＭＳＥ准则，分析了各种算法的复杂性，分析结果表明，双线性模型在简洁性和计算复杂性方面的均优于截断Ｖｏｌｔｅｒｒａ级数。
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| 关 键 词： | 自适应建模 双线性模型 Wiener模型 非线性系统 |
Nonlinear Adaptive Modelling Based on Two Models |
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| Luo Zhong Xie Yongbin Xie Kainian. Nonlinear Adaptive Modelling Based on Two Models[J]. Journal of Xi'an Jiaotong University, 1997, 31(12): 20-25 |
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| Authors: | Luo Zhong Xie Yongbin Xie Kainian |
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| Abstract: | This paper investigates the nonlinear adaptive modelling using the Volterra series and bilinear recursive difference equations. The MMSE and generalized MMSE criteria are considered. The analysis results show that the bilinear model is better than the truncated Volterra series in algorithm complexities. |
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| Keywords: | nonlinear adaptive modelling bilinear modelling |
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