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Initial Experiment of Muscle Fatigue During Driving Game Using Electromyography

Nurul Syahrain, Abd Rahman and Mahfuzah, Mustafa and Rosdiyana, Samad and Norizam, Sulaiman and Nor Rul Hasma, Abdullah and Nurul Hazlina, Noordin and Amran, Abdul Hadi and S. N., Aqida (2017) Initial Experiment of Muscle Fatigue During Driving Game Using Electromyography. In: International Conference On System Engineering And Technology (ICSET 2017), 2-3 October 2017 , Shah Alam, Selangor. pp. 101-105.. ISBN 978-1-5386-0383-3

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Abstract

The road accident increases each year due to increased vehicle on the road. Driver vigilance easily distracted when in a state of fatigue and sleepiness. This research proposes to use physiological measures of electromyography (EMG) signal to assess muscle fatigue during driving game obtained from biceps brachii. The experiment starts with data collection of EMG signal for 3 subjects while driving Need for Speed the Run Game for 2 hours. Then signal preprocessing is applied to remove artifact in EMG signal. Next, the EMG signal is transformed into the frequency-domain using Fast Fourier Transform (FFT). From FFT the Power Spectral Density (PSD) and Energy Spectral Density (ESD) can be obtained. Mean, median, RMS and average powers in PSD are calculated. While from the ESD, total energy was calculated. Based on results obtained (RMS = 9.7198, average power = 94.4744, mean = 6.2451 and median = 6.2456), the objective for the project is achieved. The result shows that the PSD is better used to evaluate the biceps brachii muscle fatigue compared to ESD.

Item Type: Conference or Workshop Item (Speech)
Additional Information: Conference Paper index by Scopus
Uncontrolled Keywords: Electromyography; Muscles; Fatigue; Electrodes; Electrostatic discharges; Games; Roads
Subjects: T Technology > TJ Mechanical engineering and machinery
T Technology > TK Electrical engineering. Electronics Nuclear engineering
Faculty/Division: Faculty of Electrical & Electronic Engineering
Faculty of Mechanical Engineering
Depositing User: Mrs. Neng Sury Sulaiman
Date Deposited: 28 Dec 2017 02:59
Last Modified: 12 Apr 2018 06:10
URI: http://umpir.ump.edu.my/id/eprint/19709
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