An algorithm for improving Hilbert-Huang transform

被引：0
|
作者：
Guo, Song [1 ]
Gu, Guochang [1 ]
Li, Changyou [2 ]
机构：
[1] Harbin Engn Univ, Sch Comp Sci & Technol, Harbin 150001, Peoples R China
[2] Harbin Inst Technol, Sch Aerospace, Dept Gen Mech & Mech Fdn, Harbin 150001, Peoples R China
来源：
COMPUTATIONAL SCIENCE - ICCS 2007, PT 3, PROCEEDINGS | 2007年 / 4489卷
关键词：
eliminating redundant IMFs; Hilbert-Huang transform; EMD;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The Hilbert-Huang transform is viewed as a promising method to process the nonlinear and non-stationary signal. However, it hasn't been a general method in signal processing due to its some deficiencies. In this paper, an algorithm is proposed to resolve one of its deficiencies that the EMD will generate redundant IMFs at the low-frequency region. This deficiency may cause misinterpretation to the result of processing signal. The experimental results show that the proposed algorithm successfully resolves this deficiency.
引用
收藏
页码：137 / +
页数：2
相关论文
共 50 条
  • [31] Defining an estuary using the Hilbert-Huang transform
    Chen, Yen-Chang
    Kao, Su-Pai
    Chiang, Hsiao-Wen
    HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES, 2013, 58 (04): : 841 - 853
  • [32] SEARCHING FOR GRAVITATIONAL WAVES WITH THE HILBERT-HUANG TRANSFORM
    Camp, Jordan
    Stroeer, Alexander
    Cannizzo, John
    Schofield, Robert
    ADVANCES IN DATA SCIENCE AND ADAPTIVE ANALYSIS, 2009, 1 (04) : 643 - 666
  • [33] The role of Hilbert-Huang Transform in earthquake engineering
    Zhang, RR
    WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL XVII, PROCEEDINGS: CYBERNETICS AND INFORMATICS: CONCEPTS AND APPLICATIONS (PT II), 2001, : 90 - 95
  • [34] Speech enhancement based on Hilbert-Huang transform
    Liu, ZF
    Liao, ZP
    Sang, EF
    Proceedings of 2005 International Conference on Machine Learning and Cybernetics, Vols 1-9, 2005, : 4908 - 4912
  • [35] Improving Hilbert-Huang transform for energy-correlation fluctuation in hydraulic engineering
    Lu, Shibao
    Zhang, Xiaoling
    Shang, Yizi
    Li, Wei
    Skitmore, Martin
    Jiang, Shuli
    Xue, Yangang
    ENERGY, 2018, 164 : 1341 - 1350
  • [36] Improving ultrasonic C-scan resolution using the Hilbert-Huang transform
    Leisk, GG
    Miller, ES
    Murphy, DJ
    REVIEW OF PROGRESS IN QUANTITATIVE NONDESTRUCTIVE EVALUATION, VOLS 24A AND 24B, 2005, 760 : 889 - 896
  • [37] The Hilbert-Huang Transform for Biomedical Signals Processing
    Boronoev, V. V.
    Ompokov, V. D.
    2014 INTERNATIONAL CONFERENCE ON COMPUTER TECHNOLOGIES IN PHYSICAL AND ENGINEERING APPLICATIONS (ICCTPEA), 2014, : 21 - 22
  • [38] Research of Acupuncturing Based on Hilbert-Huang Transform
    Li, Xiaoxia
    Guo, Xiumei
    Xu, Guizhi
    Shang, Xiukui
    LIFE SYSTEM MODELING AND INTELLIGENT COMPUTING, 2010, 6330 : 131 - +
  • [39] 2D HILBERT-HUANG TRANSFORM
    Schmitt, Jeremy
    Pustelnik, Nelly
    Borgnat, Pierre
    Flandrin, Patrick
    2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2014,
  • [40] Trend Extraction Based on Hilbert-Huang Transform
    Yang, Zhijing
    Bingham, Chris
    Ling, Bingo Wing-Kuen
    Gallimore, Michael
    Stewart, Paul
    Zhang, Yu
    PROCEEDINGS OF THE 2012 8TH INTERNATIONAL SYMPOSIUM ON COMMUNICATION SYSTEMS, NETWORKS & DIGITAL SIGNAL PROCESSING (CSNDSP), 2012,
12345