Design and development of a low cost EMG signal acquisition system using surface EMG electrode

Poo, T. S.; Sundaraj, Kenneth

doi:10.1109/apccas.2010.5774896

Cited by 15 publications

(2 citation statements)

References 2 publications

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“…The method based on a surface EMG signal can more directly judge the human body's movement intention, but because of the expensive and poor mobility of the sEMG signal acquisition device, few related studies have been published. The application of EMG has been a subject of research since the first observation of EMG in 1922 (Poo & Sundaraj, 2010). Because of the close correlation between an EMG signal and muscle and human movement, EMG has great application potential in sports, sports and rehabilitation medicine, neural rehabilitation engineering, human-computer interaction, and other fields.…”

Section: Related Conceptsmentioning

confidence: 99%

Thinking on Construction of Intelligent Auxiliary Physical Exercise Mode Under National Fitness Plan

2023

International Journal of Information Technology and Web Engineering

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In recent years, with the increase of work intensity and life pressure, many people are suffering from unhealthy conditions. In this case, it is very necessary for those who care about health to maintain and enjoy an active and healthy life. Therefore, many people tend to improve their health status through nationwide fitness and exercise. With the development of electronic technology, more and more people use smart devices to monitor their movement. In view of the difficulties and challenges people are facing, this paper will propose a multi-user behavior monitoring algorithm based on machine learning, which can improve the frequency and enthusiasm of physical exercise in people's daily life, thus improving the overall health of society. The research on action recognition responds to the call of the World Health Organization and adapts to social development, which has great practical significance.

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Section: Related Conceptsmentioning

confidence: 99%

Thinking on Construction of Intelligent Auxiliary Physical Exercise Mode Under National Fitness Plan

2023

International Journal of Information Technology and Web Engineering

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“…After the EMG signal is amplified and filtered, it is fed into an analogue-to-digital converter (ADC) circuit [16]. For each specific application, EMG signals must be processed by means of advanced signal processing algorithms, which are commonly implemented in computer systems.…”

Section: Introductionmentioning

confidence: 99%

Myoelectric Interfaces and Related Applications: Current State of EMG Signal Processing–A Systematic Review

et al. 2020

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The myoelectric interfaces are being used in rehabilitation technology, assistance and as an input device. This review focuses on an insightful analysis of the data acquisition system of EMG signals from these interfaces. According to applications reported in research articles of the last five years, the properties of the sensors, the number of channels, the pre-processing of the EMG signal, as well as the software and hardware used were identified. This analysis was performed for the following applications: monitoring of muscular activation for rehabilitation, muscle activation plans, and identification of possible pathologies, exoskeletons, electric of wheelchairs, prosthetics control, myoelectric bracelets, handwriting recognition and silent speech recognition. The results presented in this review become a guide of recommendations for the myoelectric signal processing according to the application of the interface. The main developments, degrees of research and open challenges are also presented in this direction.

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Analysis of Electromyography (EMG) Signal for Human Arm Muscle: A Review

Ibrahim

Gannapathy

Liu

et al. 2015

Lecture Notes in Electrical Engineering

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Design and development of a low cost EMG signal acquisition system using surface EMG electrode

Cited by 15 publications

References 2 publications

Thinking on Construction of Intelligent Auxiliary Physical Exercise Mode Under National Fitness Plan

Thinking on Construction of Intelligent Auxiliary Physical Exercise Mode Under National Fitness Plan

Myoelectric Interfaces and Related Applications: Current State of EMG Signal Processing–A Systematic Review

Analysis of Electromyography (EMG) Signal for Human Arm Muscle: A Review

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