Noise-assisted multivariate empirical mode decomposition for multichannel EMG signals

被引:0
|
作者
Yi Zhang
Peng Xu
Peiyang Li
Keyi Duan
Yuexin Wen
Qin Yang
Tao Zhang
Dezhong Yao
机构
[1] University of Electronic Science and Technology of China,School of Aeronautics and Astronautics
[2] University of Electronic Science and Technology of China,Key Laboratory for NeuroInformation of Ministry of Education, School of Life Science and Technology
[3] University of Electronic Science and Technology of China,Center for Information in BioMedicine
关键词
EEMD; MEMD; NA-MEMD; Mode-alignment; Mode-mixing; Multichannel EMG signals;
D O I
暂无
中图分类号
学科分类号
摘要
引用
下载
收藏
相关论文
共 50 条
  • [21] The First Experience with the Use of Noise-Assisted Empirical Mode Decomposition Algorithm in the Processing of Multi-channel Electrogastrography Signals
    Komorowski, Dariusz
    INFORMATION TECHNOLOGIES IN MEDICINE, ITIB 2016, VOL 1, 2016, 471 : 311 - 324
  • [22] Matlab Open Source Code: Noise-Assisted Multivariate Empirical Mode Decomposition Based Causal Decomposition for Causality Inference of Bivariate Time Series
    Zhang, Yi
    Wang, Guan
    Li, Ziwen
    Xie, Mingjun
    Celler, Branko
    Su, Steven
    Xu, Peng
    Yao, Dezhong
    FRONTIERS IN NEUROINFORMATICS, 2022, 16
  • [23] Ground Roll Attenuation of Multicomponent Seismic Data with the Noise-Assisted Multivariate Empirical Mode Decomposition (NA-MEMD) Method
    Xiao, Liying
    Zhang, Zhifu
    Gao, Jianjun
    APPLIED SCIENCES-BASEL, 2022, 12 (05):
  • [24] Multivariate empirical mode decomposition and application to multichannel filtering
    Fleureau, Julien
    Kachenoura, Amar
    Albera, Laurent
    Nunes, Jean-Claude
    Senhadji, Lotfi
    SIGNAL PROCESSING, 2011, 91 (12) : 2783 - 2792
  • [25] Multiclass classification of imagined speech EEG using noise-assisted multivariate empirical mode decomposition and multireceptive field convolutional neural network
    Park, Hyeong-jun
    Lee, Boreom
    FRONTIERS IN HUMAN NEUROSCIENCE, 2023, 17
  • [26] EEG-Based Prediction of Epileptic Seizures Using Phase Synchronization Elicited from Noise-Assisted Multivariate Empirical Mode Decomposition
    Cho, Dongrae
    Min, Beomjun
    Kim, Jongin
    Lee, Boreom
    IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2017, 25 (08) : 1309 - 1318
  • [27] Investigation of Structural Response under Human-Induced Excitations Using Noise-Assisted and Adaptively Transformed Multivariate Empirical Mode Decomposition
    Celik, Ozan
    Dong, Chuan-Zhi
    Catbas, Necati
    JOURNAL OF STRUCTURAL ENGINEERING, 2020, 146 (04)
  • [28] Noise-Assisted Multivariate Empirical Mode Decomposition of Saturated Hydraulic Conductivity along a South-North Transect across the Loess Plateau of China
    Yang, Yang
    Jia, Xiaoxu
    Wendroth, Ole
    Liu, Baoyuan
    Shi, Yangzi
    Huang, Tingting
    Bai, Xue
    SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 2019, 83 (02) : 311 - 323
  • [29] Partial noise assisted multivariate EMD: An improved noise assisted method for multivariate signals decomposition
    Huang, Weiping
    Zeng, Jing
    Wang, Ziyang
    Liang, Jun
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2017, 36 : 205 - 220
  • [30] Gastric slow wave rhythm identification using new approach based on noise-assisted multivariate empirical mode decomposition and Hilbert-Huang transform
    Komorowski, Dariusz
    Mika, Barbara
    NEUROGASTROENTEROLOGY AND MOTILITY, 2021, 33 (03):