A Robust and Adaptive Algorithm for Real-time Muscle Activity Interval Detection using EMG Signals

Rabya Bahadur; Rabya Bahadur; Saeed ur Rehman

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Paper

A Robust and Adaptive Algorithm for Real-time Muscle Activity Interval Detection using EMG Signals

Topics: Detection and Identification; Medical Signal Acquisition, Analysis and Processing; Motion Control; Real-Time Systems

In Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 4: BIOSTEC, 89-96, 2018 , Funchal, Madeira, Portugal

Authors: Rabya Bahadur ^{1

;

2} and Saeed ur Rehman ¹

Affiliations: ¹ Center for Advanced Studies in Engineering, Pakistan ; ² COMSATS Institute of Information Technology, Pakistan

Keyword(s): Electromyogram, Action Potentials, Muscle Activation Interval, Onset/Offset Detection.

Abstract: Detection of Muscle Activity Interval plays a pivotal role in the design and implementation of real-time Myoelectric controlled devices and their applications. This paper presents an algorithm for real-time detection of onset/offset points in the muscles activity by employing adaptive threshold technique on the Correlation Coefficient of Taeger Kaiser Energy Operator using low cost hardware. Performance of the algorithm has also been evaluated through real-time tests carried out under various constrained scenarios and different signal to noise ratios, revealing very promising results with a maximum accuracy of 99.9% using medium or no external forces.

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Paper citation in several formats:

Bahadur, R. and Rehman, S. (2018). A Robust and Adaptive Algorithm for Real-time Muscle Activity Interval Detection using EMG Signals. In Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018) - BIOSIGNALS; ISBN 978-989-758-279-0; ISSN 2184-4305, SciTePress, pages 89-96. DOI: 10.5220/0006536200890096

@conference{biosignals18,
author={Rabya Bahadur. and Saeed ur Rehman.},
title={A Robust and Adaptive Algorithm for Real-time Muscle Activity Interval Detection using EMG Signals},
booktitle={Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018) - BIOSIGNALS},
year={2018},
pages={89-96},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006536200890096},
isbn={978-989-758-279-0},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018) - BIOSIGNALS
TI - A Robust and Adaptive Algorithm for Real-time Muscle Activity Interval Detection using EMG Signals
SN - 978-989-758-279-0
IS - 2184-4305
AU - Bahadur, R.
AU - Rehman, S.
PY - 2018
SP - 89
EP - 96
DO - 10.5220/0006536200890096
PB - SciTePress