Empirical Mode Decomposition and Quantization Effects

被引：0
|
作者：
Bejcek, Michal [1 ]
Kokes, Josef [1 ]
机构：
[1] VSMIEP, Vltavska 14 585, Prague 5, Czech Republic
来源：
INTERNATIONAL JOURNAL OF ENGINEERING RESEARCH IN AFRICA | 2015年 / 18卷
关键词：
measurement; quantization distortion; Hilbert-Huang transform; Hermite splines;
D O I：
10.4028/www.scientific.net/JERA.18.175
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
The article deals with phenomena that arise when trying to apply EMD decomposition of signals with quantization noise. It explains the basic procedures of EMD as a part of Hilbert-Huang transform and shows how it can be affected by quantization. A simple method to suppress these phenomena is proposed and examples to illustrate the functionality of this method are shown.
引用
收藏
页码：175 / 183
页数：9
相关论文
共 50 条
  • [1] SAMPLING EFFECTS ON THE EMPIRICAL MODE DECOMPOSITION
    Rilling, Gabriel
    Flandrin, Patrick
    ADVANCES IN DATA SCIENCE AND ADAPTIVE ANALYSIS, 2009, 1 (01) : 43 - 59
  • [2] Fault diagnosis of stamping process based on empirical mode decomposition and learning vector quantization
    Bassiuny, A. M.
    Li, Xiaoli
    Du, R.
    INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2007, 47 (15): : 2298 - 2306
  • [3] Comparison of performances of variational mode decomposition and empirical mode decomposition
    Yue, Yingjuan
    Sun, Gang
    Cai, Yanping
    Chen, Ru
    Wang, Xu
    Zhang, Shixiong
    ENERGY SCIENCE AND APPLIED TECHNOLOGY (ESAT 2016), 2016, : 469 - 476
  • [4] A New Method for Reducing End Effects in Empirical Mode Decomposition
    Zarekar, Javad
    Payganeh, Gholamhasan
    Khajavi, Mehrdad Nouri
    INTERNATIONAL JOURNAL OF NONLINEAR ANALYSIS AND APPLICATIONS, 2020, 11 : 183 - 193
  • [5] Enhanced empirical mode decomposition
    Donnelly, Denis
    COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2008, PT 2, PROCEEDINGS, 2008, 5073 : 696 - 706
  • [6] Reference Empirical Mode Decomposition
    Gao, Jiexin
    Haghighi, Sahar Javaher
    Hatzinakos, Dimitrios
    2014 IEEE 27TH CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2014,
  • [7] Sliding Empirical Mode Decomposition
    Faltermeier, R.
    Zeiler, A.
    Keck, I. R.
    Tome, A. M.
    Brawanski, A.
    Lang, E. W.
    2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010, 2010,
  • [8] An Improved Empirical Mode Decomposition
    Yang, Zhihua
    Yang, Lihua
    PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9, 2009, : 3695 - +
  • [9] Quadrivariate Empirical Mode Decomposition
    Rehman, Naveed Ur
    Mandic, Danilo P.
    2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010, 2010,
  • [10] Review of Empirical Mode Decomposition
    Huang, NE
    WAVELET APPLICATIONS VIII, 2001, 4391 : 71 - 80
12345