کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
493476 721876 2008 19 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
An interactive environment for motor unit potential classification using certainty-based classifiers
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
An interactive environment for motor unit potential classification using certainty-based classifiers
چکیده انگلیسی

An interactive environment for performing the motor unit potential (MUP) classification tasks required for electromyographic (EMG) signal decomposition is described and developed utilizing the MATLAB high-level programming language and its interactive environment. Certainty-based classification approach had been employed for the classification task in which the assignment criterion used for MUPs is based on a combination of MUP shapes and motor unit firing pattern information. The environment software package consists of several graphical user interfaces used to detect individual MUP waveforms from a raw EMG signal, extract relevant features, and classify the MUPs into motor unit potential trains (MUPTs) using certainty-based classifiers. The development of the proposed software package is useful at enhancing the analysis quality and providing a systematic approach to the EMG signal decomposition process.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Simulation Modelling Practice and Theory - Volume 16, Issue 9, October 2008, Pages 1293–1311
نویسندگان
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