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Muscle activation detection with surface electromyography: A combined signal processing and machine learning approach

Surface electromyography (sEMG) is a noninvasive method for monitoring muscle activity, essential in rehabilitation, prosthetics, sports, and medicine. However, current sEMG systems struggle with signal noise, unclear muscle activation detection, and limited adaptability. This study proposes a metho...

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I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Niloofar Beyki, Alessandro Perini, Luca Molinaro, Matteo Russo
Hōputu: Artigo
Reo:Inglês
I whakaputaina: SAGE Publishing 2026-05-01
Rangatū:International Journal of Advanced Robotic Systems
Urunga tuihono:https://doi.org/10.1177/17298806261446421
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