Automated wavelet selection and thresholding for PD detection

被引:185
|
作者
Ma, X [1 ]
Zhou, C [1 ]
Kemp, IJ [1 ]
机构
[1] Glasgow Caledonian Univ, Glasgow G4 0BA, Lanark, Scotland
关键词
partial discharge (PD); PD detection; wavelet; wavelet transform (WT); noise reduction;
D O I
10.1109/57.995398
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The objective of denoising is to remove noise from the measured data as effectively as possible while preserving the signal features essential to the application. A method for optimal wavelet-based denoising is proposed. The method is based on prior knowledge of the partial discharge (PD) pulse shape.
引用
收藏
页码:37 / 45
页数:9
相关论文
共 50 条
  • [21] Reconfigurable Wavelet Thresholding for Image Denoising while Keeping Edge Detection
    Rao, B. Chinna M.
    Latha, Madhavi
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2011, 11 (03): : 222 - 226
  • [22] Detection of microcalcifications using wavelet-based thresholding and filling dilation
    Xu, Weidong
    Zhang, Zanchao
    Xia, Shunren
    Duan, Huilong
    INTELLIGENT COMPUTING IN SIGNAL PROCESSING AND PATTERN RECOGNITION, 2006, 345 : 803 - 808
  • [23] Medical image denoising using optimal thresholding of wavelet coefficients with selection of the best decomposition level and mother wavelet
    Benhassine, Nasser Edinne
    Boukaache, Abdelnour
    Boudjehem, Djalil
    INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2021, 31 (04) : 1906 - 1920
  • [24] A study of wavelet thresholding denoising
    Guo, DF
    Zhu, WH
    Gao, ZM
    Zhang, JQ
    2000 5TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS I-III, 2000, : 329 - 332
  • [25] Wavelet thresholding of multivalued images
    Scheunders, P
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2004, 13 (04) : 475 - 483
  • [26] Adaptive thresholding of wavelet coefficients
    Abramovich, Felix
    Benjamini, Yoav
    Computational Statistics and Data Analysis, 1996, 22 (04): : 351 - 361
  • [27] Total Variation Wavelet Thresholding
    Tony F. Chan
    Hao-Min Zhou
    Journal of Scientific Computing, 2007, 32 : 315 - 341
  • [28] Anisotropic wavelet bases and thresholding
    Hochmuth, Reinhard
    MATHEMATISCHE NACHRICHTEN, 2007, 280 (5-6) : 523 - 533
  • [29] Filtered wavelet thresholding methods
    Bacchelli, S
    Papi, S
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2004, 164 : 39 - 52
  • [30] Adaptive thresholding of wavelet coefficients
    Abramovich, F
    Benjamini, Y
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 1996, 22 (04) : 351 - 361