Muscle synergy decomposition analysis using wavelet detection in human locomotor activity

被引:0
|
作者
Popov, Anton [1 ]
Yakovenko, Sergiy [2 ]
机构
[1] Natl Tech Univ Ukraine, Kyiv Polytech Inst, Phys & Biomed Elect Dept, Kiev, Ukraine
[2] West Virginia Univ, Sch Med, Div Exercise Physiol, Human Performance Dept,Ctr Neurosci, Morgantown, WV 26506 USA
关键词
muscle synergies; electromyogram; EMG; wavelet analysis; feature extraction; SPLIT-BELT TREADMILL; INTERLIMB COORDINATION; COMPLEX MOVEMENTS; SPINAL-CORD; ADAPTATION; MICROSTIMULATION; WALKING; RAT; PLASTICITY;
D O I
暂无
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
Any movement is generated by synergistic actions of muscle groups. The analytical description of how muscles are combined into synergies to produce their coordination actions remains to be established. Here, we have introduced the wavelet-based analysis to identify common information among major leg muscles during a locomotor tasks with and without asymmetric adaptation.
引用
收藏
页数:5
相关论文
共 50 条
  • [41] Fault detection in Induction Machines by using Continuous and Discrete Wavelet Decomposition
    Cusido, J.
    Romeral, L.
    Garcia, A.
    Rosero, J. A.
    Ortega, J. A.
    2007 EUROPEAN CONFERENCE ON POWER ELECTRONICS AND APPLICATIONS, VOLS 1-10, 2007, : 4439 - 4446
  • [42] Multiresolution Decomposition Analysis via Wavelet Transforms for Audio Deepfake Detection
    Fathan, Abderrahim
    Alam, Jahangir
    Kang, Woohyun
    SPEECH AND COMPUTER, SPECOM 2022, 2022, 13721 : 188 - 200
  • [43] Texture analysis using complex wavelet decomposition for knee osteoarthritis detection: Data from the osteoarthritis initiative
    Riad, Rabia
    Jennane, Rachid
    Brahim, Abdelbasset
    Janvier, Thomas
    Toumi, Hechmi
    Lespessailles, Eric
    COMPUTERS & ELECTRICAL ENGINEERING, 2018, 68 : 181 - 191
  • [44] Voice Pathology Detection with Predictable Component Analysis and Wavelet Decomposition Model
    Scalassara, Paulo Rogerio
    dos Santos, Luciane Agnoletti
    Maciel, Carlos Dias
    2011 IEEE INFORMATION THEORY WORKSHOP (ITW), 2011,
  • [45] Detection of epileptiform activity using wavelet and neural network
    Park, HS
    Lee, YH
    Lee, DS
    Kim, SI
    PROCEEDINGS OF THE 19TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 19, PTS 1-6: MAGNIFICENT MILESTONES AND EMERGING OPPORTUNITIES IN MEDICAL ENGINEERING, 1997, 19 : 1194 - 1197
  • [46] Voice activity detection based on using wavelet packet
    Eshaghi, Mohadese
    Mollaei, M. R. Karami
    DIGITAL SIGNAL PROCESSING, 2010, 20 (04) : 1102 - 1115
  • [47] Dynamic event detection using wavelet analysis
    Mei, Kejun
    Rovnyak, Steven M.
    Ong, Chee-Mun
    2006 POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS 1-9, 2006, : 147 - +
  • [48] Network intrusion detection using wavelet analysis
    Rawat, S
    Sastry, CS
    INTELLIGENT INFORMATION TECHNOLOGY, PROCEEDINGS, 2004, 3356 : 224 - 232
  • [49] DETECTION OF GEOMAGNETIC JERKS USING WAVELET ANALYSIS
    ALEXANDRESCU, M
    GIBERT, D
    HULOT, G
    LEMOUEL, JL
    SARACCO, G
    JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH, 1995, 100 (B7) : 12557 - 12572
  • [50] An empirical analysis of dynamic multiscale hedging using wavelet decomposition
    Conlon, Thomas
    Cotter, John
    JOURNAL OF FUTURES MARKETS, 2012, 32 (03) : 272 - 299