RETRACTED ARTICLE: FPGA based peripheral myopathy monitoring using MFCV at dynamic contractions

This article describes the design of a wearable, remote inserted framework for the Peripheral Myopathy (PM) estimation in customary dynamic movements. This unique circumstance, the electromyographic investigation can give data about the muscle and nerve condition by evaluating the connected MFCV. Th...

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Bibliographic Details
Published in:Journal of ambient intelligence and humanized computing 2021-07, Vol.12 (7), p.7019-7027
Main Authors: Sudharsan, R. Raja, Deny, J., Muthukumaran, E., Varatharajan, R.
Format: Article
Language:English
Subjects:
Artificial Intelligence
Computational Intelligence
Cross correlation
Diabetes
Electromyography
Engineering
Field programmable gate arrays
Muscles
Original Research
Pharmaceuticals
Robotics and Automation
User Interfaces and Human Computer Interaction
Velocity
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Summary:This article describes the design of a wearable, remote inserted framework for the Peripheral Myopathy (PM) estimation in customary dynamic movements. This unique circumstance, the electromyographic investigation can give data about the muscle and nerve condition by evaluating the connected MFCV. The framework works with synchronized and digitized information tests from four electromyographic channels, which are situated on both hands of the individual test, misusing the rules given by an inserted positional filtering calculation. This work displays a novel approach for the assessment of MFCV that relies upon the excellent anode relative estimation standard. The system uses dynamic bitstream change of Electromyographic signs and low computational retort for utilization of bit stream cross-correlation. The structure totally chips away at Cyclone-V altera field programmable gate array. The test outcomes on five subjects (Human Beings) show the limit of the proposed procedure for planning the physiological muscle fibre conduction velocity values, as nitty–gritty in a therapeutic composition. In explicit, differentiating the remedial characteristics, obtained in controlled conditions, with the system evacuated muscle fibre conduction velocity, the proportionate preliminary conditions: preeminent bungle is, overall, 0.3 m/s. The framework restores a likelihood of invalid constant measures underneath of 2% (assuming the worst possible scenario).
ISSN:1868-5137
1868-5145
DOI:10.1007/s12652-020-02363-7