Author/Authors :
Barnamehei, Hamidreza Department of Biomedical Engineering - Science and Research Branch - Islamic Azad University, Tehran, Iran , Tabatabai Ghomsheh, Farhad Pediatric Neurorehabilitation Research Center - University of Social Welfare and Rehabilitation Sciences, Tehran, Iran , Safar Cherati, Afsaneh Iran university of Medical Science - Rasoul Akram Hospital, Tehran, Iran , Pouladian, Majid Department of Biomedical Engineering - Science and Research Branch - Islamic Azad University, Tehran, Iran
Abstract :
This study is aimed at comparing muscle activations and synergies in badminton forehand overhead smash (BFOS) between elite and nonelite players to clarify how the central nervous system (CNS) controls neuromuscular synergy and activation to generate complex overhead movements. EMG of five upper limb muscles was recorded through surface electromyography (EMG) electrodes from twenty players. Athletics is divided into two groups: elite and nonelite. Eventually, nonnegative matrix factorization (NNMF) was utilized to the calculated electromyography signals for muscle synergy comparison. Similarities between elite and nonelite groups were calculated by scalar product method. Results presented that three muscles synergies could sufficiently delineate the found electromyography signals for elite and nonelite players. Individual muscle patterns were moderately to highly similar between elite and nonelite groups (between-group similarity range: 0.52 to 0.90). In addition, high similarities between groups were found for the shape of synergy activation coefficients (range: 0.85 to 0.89). These results indicate that the synergistic organization of muscle coordination during badminton forehand overhead smash is not profoundly affected by expertise.
