Identification of LPV system using locally weighted technique

被引：0
作者：
Jiu-sun Zeng
Chuan-hou Gao
Shi-hua Luo
机构：
[1] Zhejiang University,Department of Mathematics
[2] Jiangxi University of Finance and Economics,School of Management
来源：
Applied Mathematics-A Journal of Chinese Universities | 2010年 / 25卷
关键词：
Linear parameter varying system; locally weighted technique; identification; 93A10;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
The problem of linear parameter varying (LPV) system identification is considered based on the locally weighted technique which provides estimation of the LPV model parameters at each distinct data time point by giving large weights to measurements that are “close” to the current time point and small weights to measurements “far” from the current time point. Issues such as choice of distance function, weighting function and bandwidth selection are discussed. The developed method is easy to implement and simulation results illustrate its efficiency.
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页码：411 / 419
页数：8
相关论文
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