Application of surrogate data method in electromyograph analysis

被引：0
|
作者：
Lei, Min [1 ]
Wang, Zhizhong [1 ]
机构：
[1] shanghai Jiaotong Univ, Shanghai, China
来源：
Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University | 2000年 / 34卷 / 11期
关键词：
Chaos theory - Control nonlinearities - Muscle - Signal interference;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
The surface electromyograph(EMG)signals are a complex interference pattern of the electrical activity during muscle contraction. Since the surface EMG signals were short time series, it was proposed using the surrogate data to analyze dynamic property of EMG signal. The results show that EMG data is non-noisy and has determinate nonlinearity. This paper provides an objective basis for the further analysis of chaos dynamic feature of the surface EMG signal.
引用
收藏
页码：1594 / 1597
相关论文
共 50 条
  • [1] An analysis of the Internet traffic by the method of surrogate data
    Hasegawa, M
    Ikeguchi, T
    2002 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL III, PROCEEDINGS, 2002, : 599 - 602
  • [2] Electromyograph Data Acquisition and Application using Cypress Programmable System on Chip
    Salunke, Shreeyash
    Darne, Shreyas
    Shah, Keval
    Dhamapurkar, Rishikesh
    2014 27TH IEEE INTERNATIONAL SYSTEM-ON-CHIP CONFERENCE (SOCC), 2014, : 115 - 118
  • [3] SURROGATE METHOD FOR PARTIAL ASSOCIATION BETWEEN MIXED DATA WITH APPLICATION TO WELL-BEING SURVEY ANALYSIS
    Li, Shaobo
    Fan, Zhaohu
    Liu, Ivy
    Morrison, Philip S.
    Liu, Dungang
    ANNALS OF APPLIED STATISTICS, 2024, 18 (03): : 2254 - 2276
  • [4] Streamflow dynamics at the Puget Sound, Washington: application of a surrogate data method
    She, N
    Basketfield, D
    NONLINEAR PROCESSES IN GEOPHYSICS, 2005, 12 (04) : 461 - 469
  • [5] A Method for Ship Data Application Based on Blockchain and Dynamic Surrogate Model
    Liu, Zixiang
    Cheng, Cheng
    Hong, Huajun
    Zhao, Feng
    Ship Building of China, 2024, 65 (02) : 256 - 264
  • [6] Analysis of interspike intervals of a single neural fiber with the method of surrogate data
    Shang, YJ
    Liu, BZ
    Wang, S
    IEEE-EMBS ASIA PACIFIC CONFERENCE ON BIOMEDICAL ENGINEERING - PROCEEDINGS, PTS 1 & 2, 2000, : 153 - 154
  • [7] A Surrogate Data Based Nonlinear Feature Validation Method and Its Application in Cloud Computing
    Yang, Zhaofang
    Liu, Guangyuan
    JOURNAL OF INTERNET TECHNOLOGY, 2015, 16 (07): : 1321 - 1328
  • [8] Application of Data Analysis Method in Geotechnical Engineering
    Qu, Wanbo
    3RD INTERNATIONAL CONFERENCE ON SOCIAL SCIENCE, MANAGEMENT AND ECONOMICS (SSME 2017), 2017, : 390 - 394
  • [9] Bootstrapping, permutation testing and the method of surrogate data
    Moore, JH
    PHYSICS IN MEDICINE AND BIOLOGY, 1999, 44 (06): : L11 - L12
  • [10] A robust imputation method for surrogate outcome data
    Chen, YH
    BIOMETRIKA, 2000, 87 (03) : 711 - 716
12345