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
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
  • [1] Improving Hilbert-Huang transform(HHT) method
    Xu, Bin
    Xu, Decheng
    Zhu, Weiping
    Liu, Bingye
    Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University, 2011, 29 (02): : 268 - 272
  • [2] A new envelope algorithm of Hilbert-Huang transform
    Qin, S. R.
    Zhong, Y. M.
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2006, 20 (08) : 1941 - 1952
  • [3] Practical implementation of Hilbert-Huang Transform algorithm
    Huang Daji
    Acta Oceanologica Sinica, 2003, (01) : 1 - 14
  • [4] Practical implementation of Hilbert-Huang Transform algorithm
    Huang, DJ
    Zhao, JP
    Su, JL
    ACTA OCEANOLOGICA SINICA, 2003, 22 (01) : 1 - 14
  • [5] A Novel Compression Algorithm for IMFs of Hilbert-Huang Transform
    Chen, Ying-Jou
    Ding, Jian-Jiun
    Fu, Szu-Wei
    2014 19TH INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING (DSP), 2014, : 233 - 238
  • [6] Hilbert-Huang Transform and the Application
    Liu, Yi
    An, Hao
    Bian, Shuangshuang
    PROCEEDINGS OF 2020 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INFORMATION SYSTEMS (ICAIIS), 2020, : 534 - 539
  • [7] The summary of Hilbert-Huang transform
    Song Shi-De
    Yao Zhi-chao
    Wang Xiao-na
    INTERNATIONAL SYMPOSIUM ON PHOTOELECTRONIC DETECTION AND IMAGING 2013: INFRARED IMAGING AND APPLICATIONS, 2013, 8907
  • [8] An adaptive algorithm for frequency identification based on Hilbert-Huang transform
    Li, Zhong-Xian
    Bao, Chun-Xiao
    STRUCTURAL CONDITION ASSESSMENT, MONITORING AND IMPROVEMENT, VOLS 1 AND 2, 2007, : 875 - 887
  • [9] A regularized image restoration algorithm based on Hilbert-Huang transform
    Duan Xi-tao
    Liu Chao
    Jiang Cheng-shun
    PROCEEDINGS OF 2004 CHINESE CONTROL AND DECISION CONFERENCE, 2004, : 286 - 288
  • [10] Adaptive speech enhancement algorithm based on Hilbert-Huang transform
    Jiang N.
    Li J.
    Ingenierie des Systemes d'Information, 2019, 24 (01): : 57 - 60