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Anti-aliasing wavelet packet method for harmonic detection

机译:抗混叠小波包检测谐波的方法

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摘要

A novel anti-aliasing wavelet packet transform method for harmonic detection is proposed. Aiming at the low measurement precision and poor robustness which exists in the former traditional wavelet methods for lack of the aliasing_reduction scheme, an optimal interpolation wavelet packet filter is designed according to new optimal criteria. First, the limitation of anti-aliasing on the traditional wavelet filter bank is analyzed. Second, the designed optimal interpolation filters are denoted, and then the solution algorithm is given. This devised wavelet packet filter can seek a reasonable balance between signal preservation and aliasing reduction; it overcomes the inherent bug of traditional wavelet transforms, which rooted from just only concerning total aliasing cancellation but not aliasing-reduction in decomposition. Simulation and several comparative results indicate that the proposed method can effectively eliminate aliasing and precisely extract harmonic information.
机译:提出了一种新的谐波检测抗混叠小波包变换方法。针对传统传统小波方法由于缺乏抗混叠简化方案而导致的测量精度低,鲁棒性差的问题,根据新的最优准则设计了一种最优插值小波包滤波器。首先,分析了抗混叠对传统小波滤波器组的局限性。其次,设计最优插值滤波器,然后给出求解算法。这种设计的小波包滤波器可以在信号保持和混叠减少之间寻求合理的平衡。它克服了传统小波变换的固有错误,该错误仅源于仅涉及总混叠消除,而不涉及分解中的混叠减少。仿真和比较结果表明,该方法可以有效消除混叠现象,并能精确提取谐波信息。

著录项

  • 来源
    《系统工程与电子技术(英文版)》 |2009年第1期|197-203|共7页
  • 作者

    Liu Zhanchen; Du Tianjun;

  • 作者单位

    Engineering Inst. of Air Force Engineering Univ., Xi'an 710038, P. R. China;

    South-West Inst. of Technical Physics, Chengdu 610041, P. R. China;

  • 收录信息 中国科学引文数据库(CSCD);
  • 原文格式 PDF
  • 正文语种 chi
  • 中图分类 真空电子技术;
  • 关键词

  • 入库时间 2022-08-17 13:04:50
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