Spatiotemporal analysis of EMG signals for muscle rehabilitation monitoring system

This study proposes spatiotemporal EMG signal analysis for muscle rehabilitation monitoring system. Through this monitoring system, users - both patient and therapist - can check one's status: muscle intensity, muscle fatigue, exercise posture, speed and number of movement. We performed three r...

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Bibliographic Details
Published in2013 IEEE 2nd Global Conference on Consumer Electronics (GCCE) pp. 1 - 2
Main Authors Sung Yoon Lee, Kyung Hyun Koo, Yong Lee, Jong Hoon Lee, Jae Hyo Kim
Format Conference Proceeding
LanguageEnglish
Japanese
Published IEEE 01.10.2013
Subjects
Electromyography
EMG
Fatigue
Feature extraction
Knee
Monitoring
Monitoring system
Muscles
Rehabilitaiton
Spatiotemporal phenomena
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Summary:This study proposes spatiotemporal EMG signal analysis for muscle rehabilitation monitoring system. Through this monitoring system, users - both patient and therapist - can check one's status: muscle intensity, muscle fatigue, exercise posture, speed and number of movement. We performed three remedial exercises - SLR, SLR(P), and LE - to analyze the EMG signal. In addition, exercises with inappropriate postures and various joint angles also carried out. As a result, clearly different EMG features were extracted for every condition.
ISSN:2378-8143
2693-0854
DOI:10.1109/GCCE.2013.6664758