Analyze Linearity and Time-Varying Characteristic of Continuous Detecting Distorted Current System Based on LMS Algorithm

被引:0
|
作者
Liu, Kaipei [1 ]
Liu, Chuanlin [1 ]
机构
[1] Wuhan Univ, Sch Elect Engn, Wuhan 430072, Peoples R China
关键词
distorted current detection; ananlogy continuous system based on LMS algorithm; linearity and time-varying characteristic of detecting system;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The discrete adaptive system have been used in detecting distorted currunt widely. This paper presented an analogy continuous system based on least mean square (LMS) algorithm, and proved that the analogy system has characteristics of linearity and time-varying system. Based on the adaptive noise canceling technology in the signal processing, this paper presented an improved algorithm of LMS for distorted current detection, which can overtake effectively the drawback of normal LMS algorithm. Moreover, the algorithm presented is easy to implement and solve the contravention between the detecting precision and speediness. The simulation results showed that the algorithm's capability is superior to those of the normal LMS, the proposed approach gives faster dynamic performance and better precision than the normal method.
引用
收藏
页码:3196 / 3200
页数:5
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