引用本文: | 张 颖 冯纯伯.应用Hammerstein模型辨识受相关噪声扰动的非线性系[J].控制理论与应用,1995,12(6):712~718.[点击复制] |
ZHANG Ying and FENG Chunbo.Identification of Nonlinear Systems in the Presence of Correlated Noise Using Hammerstein Model[J].Control Theory and Technology,1995,12(6):712~718.[点击复制] |
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应用Hammerstein模型辨识受相关噪声扰动的非线性系 |
Identification of Nonlinear Systems in the Presence of Correlated Noise Using Hammerstein Model |
摘要点击 972 全文点击 443 投稿时间:1994-05-20 修订日期:1994-11-16 |
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DOI编号 |
1995,12(6):712-718 |
中文关键词 Hammerstein模型 非线性系统辨识 一致估计 最小二乘法 |
英文关键词 Hammerstein model nonlinear identification consistent estimation least-square method |
基金项目 |
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中文摘要 |
本文提出了一种用于Hammerstein模型参数估计的偏差补偿最小二乘法。当观测数据被未知有色噪声污染时,应用本文方法可在缺少任何有关噪声先验信息的情况下实现参数的渐近无偏估计 |
英文摘要 |
A bias-eliminated least-square method for the estimation of parameters in a Hammerstein model is developed for the case when the observed output data are correlated with an unknown colored noise. The presented method can obtain asymptotically unbiased estimates without any a priori knowledge of the noise. |