Applying EMG Spike and Peak Counting for a Real-Time Muscle Fatigue Monitoring System

被引：0

作者：

Dayan, Ortal ^{[1
]}

Spulber, Irina ^{[1
]}

Eftekhar, Amir ^{[1
]}

Georgiou, Pantelis ^{[1
]}

Bergmann, Jeroen ^{[2
]}

McGregor, Alison ^{[2
]}

机构：

[1] Univ London Imperial Coll Sci Technol & Med, EEE, Ctr Bioinspired Technol, London, England

[2] Imperial Coll London, Dept Surg & Canc, London, England

来源：

2012 IEEE BIOMEDICAL CIRCUITS AND SYSTEMS CONFERENCE (BIOCAS): INTELLIGENT BIOMEDICAL ELECTRONICS AND SYSTEM FOR BETTER LIFE AND BETTER ENVIRONMENT | 2012年

基金：

英国工程与自然科学研究理事会;

关键词：

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper introduces an electromyography (EMG) signal spike-counter system for quantification of muscle fatigue. Through a study of fatiguing leg extension of the rectus femoris (RF) and vastus lateralis (VL) muscles we show that spike and peak counting in EMG data is significantly correlated (>0.85 R-squared value) with the traditional median frequency (MDF) quantifier for muscle fatigue. This allows for a more computationally efficient and simpler approach using spike counting for an implementation of a real-time muscle fatigue monitoring system.

引用

页码：41 / 44

页数：4

共 50 条

[1] REAL-TIME FATIGUE MONITORING AND EMG GAIT ANALYSIS
REMES, A
HANNINEN, O
ACTA PHYSIOLOGICA SCANDINAVICA, 1991, 143 (01): : A26 - A26
[2] An EMG Patch for the Real-Time Monitoring of Muscle-Fatigue Conditions During Exercise
Liu, Shing-Hong
Lin, Chuan-Bi
Chen, Ying
Chen, Wenxi
Huang, Tai-Shen
Hsu, Chi-Yueh
SENSORS, 2019, 19 (14)
[3] REAL-TIME MEASUREMENT OF MUSCLE FATIGUE RELATED CHANGES IN SURFACE EMG
KRAMER, CGS
HAGG, T
KEMP, B
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 1987, 25 (06) : 627 - 630
[4] A REAL-TIME FFT ANALYZER FOR MONITORING MUSCLE FATIGUE
CASTALDO, R
QUARTO, E
CLEMENTE, F
JOURNAL OF BIOMEDICAL ENGINEERING, 1991, 13 (06): : 465 - 468
[5] A real-time system for monitoring driver fatigue
Li, Yao-hua
You, Feng
Chen, Kang
Huang, Ling
Xu, Jian-min
TRANSPORTATION PLANNING AND TECHNOLOGY, 2016, 39 (08) : 779 - 790
[6] REAL-TIME MEASUREMENT OF MUSCLE FATIGUE RELATED CHANGES IN SURFACE EMG.
Kramer, C.G.S.
Hagg, T.
Kemp, B.
Medical and Biological Engineering and Computing, 1987, 25 (06): : 627 - 630
[7] Applying Enhanced Real-Time Monitoring and Counting Method for Effective Traffic Management in Tashkent
Kutlimuratov, Alpamis
Khamzaev, Jamshid
Kuchkorov, Temur
Anwar, Muhammad Shahid
Choi, Ahyoung
SENSORS, 2023, 23 (11)
[8] A Cycling Movement Based System for Real-Time Muscle Fatigue and Cardiac Stress Monitoring and Analysis
Chen, Szi-Wen
Liaw, Jiunn-Woei
Chang, Ya-Ju
Chan, Hsiao-Lung
Chiu, Li-Yu
PLOS ONE, 2015, 10 (06):
[9] Real-Time Fatigue Monitoring System in Diverse Driving Scenarios
Shajahan, Thasnimol Valuthottiyil
Srinivasan, Babji
Srinivasan, Rajagopalan
2024 IEEE SPACE, AEROSPACE AND DEFENCE CONFERENCE, SPACE 2024, 2024, : 124 - 127
[10] Vehicle counting system in real-time
Bouaich, Salma
Mahraz, Mohamed Adnane
Riffi, Jamal
Tairi, Hamid
2018 INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND COMPUTER VISION (ISCV2018), 2018,

← 1 2 3 4 5 →