International Journal of Reconfigurable and Embedded Systems (IJRES)
Vol 12, No 3: November 2023

Gym training muscle fatigue monitoring using EMG myoware and arduino with envelope and sliding window methods

Sena Sukmananda Suprapto (Institut Teknologi Kalimantan)
Vicky Andria Kusuma (Institut Teknologi Kalimantan)
Mifta Nur Farid (Institut Teknologi Kalimantan)
Muhammad Agung Nursyeha (Institut Teknologi Kalimantan)
Kharis Sugiarto (Institut Teknologi Kalimantan)
Aji Akbar Firdaus (Universitas Airlangga)
Dimas Fajar Uman Putra (Institut Teknologi Sepuluh Nopember)



Article Info

Publish Date
01 Nov 2023

Abstract

Muscles are an important organ in the movement of the body's skeleton to carry out sports activities. Measurement of muscle activity during the exercise process can be done using electromyography (EMG). This research uses Myoware muscle sensor (AT-04-001) which is integrated with Arduino Uno and Xbee to monitor biceps brachii muscle fatigue wirelessly. Fatigue data processing is carried out objectively using the envelope and sliding window method and subjectively verbally from the respondents. From this study, it was found that muscle fatigue can be measured using the method objectively when there is an increase in EMG amplitude with a window size of 5 s. The indication of biceps brachii muscle fatigue for the right arm is stronger to withstand the load during exercise with the average duration of the measurement of the right arm is 41.87 s from 69.67 s; 53.53 s from 98.90 s and 76.87 s from 98.80 s with the ratio of the left arm tending to fatigue more quickly is 23.53 s from 42.13 s; 41.87 s from 51.60 s and 23.53 s from 44.73 s.

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Journal Info

Abbrev

IJRES

Publisher

Subject

Economics, Econometrics & Finance

Description

The centre of gravity of the computer industry is now moving from personal computing into embedded computing with the advent of VLSI system level integration and reconfigurable core in system-on-chip (SoC). Reconfigurable and Embedded systems are increasingly becoming a key technological component ...