Surface Electromyography Data Analysis for Evaluation of Physical Exercise Habits between Athletes and Non-Athletes during Indoor Rowing
In this paper, surface electromyography (sEMG) is used to gather the activation neural signal from muscles during an indoor rowing exercise. The exercise was performed by professional athletes and amateur non-athletes. The data acquisition and processing are described to obtain a set of parameters:...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2024-03-01
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| Series: | Sensors |
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| Online Access: | https://www.mdpi.com/1424-8220/24/6/1964 |
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| author | Tomasz Grzejszczak Anna Roksela Anna Poświata Anna Siemianowicz Agnieszka Kiełboń Michał Mikulski |
| author_facet | Tomasz Grzejszczak Anna Roksela Anna Poświata Anna Siemianowicz Agnieszka Kiełboń Michał Mikulski |
| author_sort | Tomasz Grzejszczak |
| collection | DOAJ |
| description | In this paper, surface electromyography (sEMG) is used to gather the activation neural signal from muscles during an indoor rowing exercise. The exercise was performed by professional athletes and amateur non-athletes. The data acquisition and processing are described to obtain a set of parameters: number of cycles, average cycle time, cycle time standard deviation, fatigue time, muscle activation time, and muscle energy. These parameters are used to draw conclusions on common non-athletes’ mistakes during exercise for better training advice and a way of statistically distinguishing an athlete from a non-athlete. |
| first_indexed | 2024-04-24T17:49:23Z |
| format | Article |
| id | doaj.art-5e4dc17e9dac4107be3d35815201c866 |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-04-24T17:49:23Z |
| publishDate | 2024-03-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-5e4dc17e9dac4107be3d35815201c8662024-03-27T14:04:15ZengMDPI AGSensors1424-82202024-03-01246196410.3390/s24061964Surface Electromyography Data Analysis for Evaluation of Physical Exercise Habits between Athletes and Non-Athletes during Indoor RowingTomasz Grzejszczak0Anna Roksela1Anna Poświata2Anna Siemianowicz3Agnieszka Kiełboń4Michał Mikulski5Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology, 44-100 Gliwice, PolandEGZOTech Sp. z o.o., 44-100 Gliwice, PolandEGZOTech Sp. z o.o., 44-100 Gliwice, PolandFaculty of Science and Technology, University of Silesia, 75 Pułku Piechoty 1A, 41-500 Chorzów, PolandFaculty of Science and Technology, University of Silesia, 75 Pułku Piechoty 1A, 41-500 Chorzów, PolandEGZOTech Sp. z o.o., 44-100 Gliwice, PolandIn this paper, surface electromyography (sEMG) is used to gather the activation neural signal from muscles during an indoor rowing exercise. The exercise was performed by professional athletes and amateur non-athletes. The data acquisition and processing are described to obtain a set of parameters: number of cycles, average cycle time, cycle time standard deviation, fatigue time, muscle activation time, and muscle energy. These parameters are used to draw conclusions on common non-athletes’ mistakes during exercise for better training advice and a way of statistically distinguishing an athlete from a non-athlete.https://www.mdpi.com/1424-8220/24/6/1964surface electromyography (sEMG)muscle activation measurementphysical exercise evaluation |
| spellingShingle | Tomasz Grzejszczak Anna Roksela Anna Poświata Anna Siemianowicz Agnieszka Kiełboń Michał Mikulski Surface Electromyography Data Analysis for Evaluation of Physical Exercise Habits between Athletes and Non-Athletes during Indoor Rowing Sensors surface electromyography (sEMG) muscle activation measurement physical exercise evaluation |
| title | Surface Electromyography Data Analysis for Evaluation of Physical Exercise Habits between Athletes and Non-Athletes during Indoor Rowing |
| title_full | Surface Electromyography Data Analysis for Evaluation of Physical Exercise Habits between Athletes and Non-Athletes during Indoor Rowing |
| title_fullStr | Surface Electromyography Data Analysis for Evaluation of Physical Exercise Habits between Athletes and Non-Athletes during Indoor Rowing |
| title_full_unstemmed | Surface Electromyography Data Analysis for Evaluation of Physical Exercise Habits between Athletes and Non-Athletes during Indoor Rowing |
| title_short | Surface Electromyography Data Analysis for Evaluation of Physical Exercise Habits between Athletes and Non-Athletes during Indoor Rowing |
| title_sort | surface electromyography data analysis for evaluation of physical exercise habits between athletes and non athletes during indoor rowing |
| topic | surface electromyography (sEMG) muscle activation measurement physical exercise evaluation |
| url | https://www.mdpi.com/1424-8220/24/6/1964 |
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