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offline-sEMG-recognition

于 2021-04-15 发布 文件大小:229KB
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下载积分: 1 下载次数: 144

代码说明:

  提取人体手臂肌电信号,手势识别,包括肌电信号的预处理,端点检测,特征提取,特征降维,SVM分类识别(sEMG based hand movements recognition using SVM)

文件列表:

test
....\endpoint_detection.m,3027,2016-06-20
....\f.m,53,2016-06-20
....\feature_extraction.m,2560,2016-06-20
....\feature_reduction_PCA.m,837,2016-06-21
....\SVM_Train.m,507,2016-06-18
....\test.m,32059,2016-06-20
....\test_waveleft1.mat,264352,2016-06-13
....\test_waveleft2.mat,264352,2016-06-13
....\test_waveleft3.mat,264352,2016-06-13
....\test_waveleft4.mat,198816,2016-06-13
....\test_waveleft5.mat,264352,2016-06-13
....\test_waveright1.mat,264352,2016-06-13
....\test_waveright2.mat,264352,2016-06-13
....\test_waveright3.mat,264352,2016-06-13
....\test_waveright4.mat,264352,2016-06-13
....\test_waveright5.mat,264352,2016-06-13
....\waveleft10.mat,264352,2016-06-18
....\waveleft6.mat,264352,2016-06-18
....\waveleft7.mat,264352,2016-06-18
....\waveleft8.mat,198816,2016-06-18
....\waveleft9.mat,264352,2016-06-18
....\waveright10.mat,264352,2016-06-18
....\waveright6.mat,198816,2016-06-18
....\waveright7.mat,264352,2016-06-18
....\waveright8.mat,264352,2016-06-18
....\waveright9.mat,264352,2016-06-18

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  • an
    说明:  表面肌电信号数字传感器的设计。表面肌电(suRFace electromyography, sEMG)信号是神经肌肉系统在进行随意性和非随意性活动时的生物电变化经表面电极引导、放大、显示和记录所获得的一维电压时间序列信号,其振幅约为0-5000μV,频率0-1000Hz,信号形态具有较强的随机性和不稳定性。与传统的针式肌电图相比,sEMG的空间分辨率相对较低,但是探测空间较大,重复性较好,对于体育科学研究、康复医学临床和基础研究等具有重要的学术价值和应用意义[1]。(Surface EMG digital sensor design)
    2010-02-01 15:30:23下载
    积分:1
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