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基于复合结构元素的新型自适应形态滤波器设计

齐郑 李志 张首魁 张红颖

电力系统保护与控制2017,Vol.45Issue(14):121-127,7.
电力系统保护与控制2017,Vol.45Issue(14):121-127,7.DOI:10.7667/PSPC161028

基于复合结构元素的新型自适应形态滤波器设计

Design of a new adaptive morphological filter based on composite structure elements

齐郑 1李志 1张首魁 1张红颖1

作者信息

  • 1. 华北电力大学电气与电子工程学院,北京102206
  • 折叠

摘要

Abstract

In view of the common noise interference in the signal acquisition of power system,an adaptive morphological filter using composite structure elements is proposed.The adaptive filter combines two or more structure elements as the composite structure element.The filtering error between the input and output signals is analyzed to determine the integral size of the composite structure element that can make the filtering effect reach the optimum.Then the parameters of the two elements of composite structure elements are adjusted according to the filtering error maximum principle for further optimization.Finally the optimal composite structure element is obtained.Simulation experiment is carried out on the adaptive filtering of the power signal containing random white noise.The results show that the proposed adaptive filter can accurately fred the optimal structure clement in the face of random noise.Compared with the traditional morphological filter using a single structure element,it has better filtering performance and also has a good application prospects.

关键词

电力信号消噪/数学形态学/自适应滤波/复合结构元素/随机噪声

Key words

power signal de-noising/mathematical morphology/adaptive filtering/composite structure element/random noise

引用本文复制引用

齐郑,李志,张首魁,张红颖..基于复合结构元素的新型自适应形态滤波器设计[J].电力系统保护与控制,2017,45(14):121-127,7.

基金项目

国家自然科学基金(51277066)This work is supported by National Natural Science Foundation of China (No.51277066). (51277066)

电力系统保护与控制

OA北大核心CSCDCSTPCD

1674-3415

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