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Method of automatic recognition and other solutions used in new computer program for full decomposition of EMG signals

Paper ID Volume ID Publish Year Pages File Format Full-Text
5222 352 2015 8 PDF Available
Title
Method of automatic recognition and other solutions used in new computer program for full decomposition of EMG signals
Abstract

The analysis of electromyographic signals can be very time consuming. In designing a program for EMG signal analysis, there are two competing factors: the accuracy of the final result and its speed. In scientific work, accuracy is the most important factor. All of the existing decomposition programs used in neurophysiology require a final phase of manual corrections, if reliable results are to be obtained. This phase is considerably longer than the phase of automatic recognition.The solutions presented below, used in our new MUR program, allow for the accurate decomposition of complex EMG signals in a reasonable amount of time. The decomposition is performed interactively with optimal time division between automatic and manual tasks. All of this is achieved through a simple method of automatic recognition with the use of the modified coefficient of determination and the method of multiple subtractions of potentials.

Keywords
MUR, name of the program; AP, “anchor point”. The extreme point in which every potential generated by a given motor unit is labelled; Dev., value of the deviation from the value of the y-coordinate in an anchor point of the template; LB, left border of th
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Method of automatic recognition and other solutions used in new computer program for full decomposition of EMG signals
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Publisher
Database: Elsevier - ScienceDirect
Journal: Biocybernetics and Biomedical Engineering - Volume 35, Issue 1, 2015, Pages 22–29
Authors
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Subjects
Physical Sciences and Engineering Chemical Engineering Bioengineering
Get Full-Text Now
Don't Miss Today's Special Offer
Price was $35.95
You save - $31
Price after discount Only $4.95
100% Money Back Guarantee
Full-text PDF Download
Online Support
Any Questions? feel free to contact us