Study on automatic decomposition of EMG signals with overlapping MUAP waveform

Y. Jihai; Y. Hongning; Z. Ping; Z. Jinsong; S. Luyao

Study on automatic decomposition of EMG signals with overlapping MUAP waveform

Y. Jihai
, Y. Hongning
, Z. Ping
, Z. Jinsong
, S. Luyao

University of Science and Technology of China

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Abstract

A scheme of EMG signal decomposition was reported no need of human supervision. A learning stage was first applied at the beginning of recording to estimate typical spike shapes of different motor units (MUs). As for the decomposition stage, a method was developed, with special consideration of temporal spike overlap. It minimized the probability of error, taking into account the statistical properties of discharges of MUs. The method was tested on a real recording as well as synthetic data.

Original language	English
Pages (from-to)	82-88
Number of pages	7
Journal	Chinese Journal of Biomedical Engineering
Volume	18
Issue number	1
State	Published - Mar 1999
Externally published	Yes

Keywords

Automatic decomposition
MUAP waveform overlapping

Cite this

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title = "Study on automatic decomposition of EMG signals with overlapping MUAP waveform",

abstract = "A scheme of EMG signal decomposition was reported no need of human supervision. A learning stage was first applied at the beginning of recording to estimate typical spike shapes of different motor units (MUs). As for the decomposition stage, a method was developed, with special consideration of temporal spike overlap. It minimized the probability of error, taking into account the statistical properties of discharges of MUs. The method was tested on a real recording as well as synthetic data.",

keywords = "Automatic decomposition, MUAP waveform overlapping",

author = "Y. Jihai and Y. Hongning and Z. Ping and Z. Jinsong and S. Luyao",

year = "1999",

month = mar,

language = "英语",

volume = "18",

pages = "82--88",

journal = "Chinese Journal of Biomedical Engineering",

issn = "0258-8021",

publisher = "Chinese Academy of Medical Sciences",

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T1 - Study on automatic decomposition of EMG signals with overlapping MUAP waveform

AU - Jihai, Y.

AU - Hongning, Y.

AU - Ping, Z.

AU - Jinsong, Z.

AU - Luyao, S.

PY - 1999/3

Y1 - 1999/3

N2 - A scheme of EMG signal decomposition was reported no need of human supervision. A learning stage was first applied at the beginning of recording to estimate typical spike shapes of different motor units (MUs). As for the decomposition stage, a method was developed, with special consideration of temporal spike overlap. It minimized the probability of error, taking into account the statistical properties of discharges of MUs. The method was tested on a real recording as well as synthetic data.

AB - A scheme of EMG signal decomposition was reported no need of human supervision. A learning stage was first applied at the beginning of recording to estimate typical spike shapes of different motor units (MUs). As for the decomposition stage, a method was developed, with special consideration of temporal spike overlap. It minimized the probability of error, taking into account the statistical properties of discharges of MUs. The method was tested on a real recording as well as synthetic data.

KW - Automatic decomposition

KW - MUAP waveform overlapping

UR - https://www.scopus.com/pages/publications/0033103951

M3 - 文章

AN - SCOPUS:0033103951

SN - 0258-8021

VL - 18

SP - 82

EP - 88

JO - Chinese Journal of Biomedical Engineering

JF - Chinese Journal of Biomedical Engineering

IS - 1

ER -

Study on automatic decomposition of EMG signals with overlapping MUAP waveform

Abstract

Keywords

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