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Feasibility Study of Average Threshold Crossing (ATC) Technique Application in Muscle Synergies Analysis.

Marco Castagna

Feasibility Study of Average Threshold Crossing (ATC) Technique Application in Muscle Synergies Analysis.

Rel. Danilo Demarchi, Paolo Motto Ros. Politecnico di Torino, Corso di laurea magistrale in Ingegneria Biomedica, 2019

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Abstract:

The thesis has the main aim to verify the possibility to exploit the Average Threshold Crossing technique application in the Muscle Synergies Analysis. It is structured in two main parts. In the first part, through the use of simulate sEMG signals, has been possible to find the best ATC parameters combination to extract an ATC signal that is very similar to the traditional sEMG envelope. In the second part, the ATC signals have been used to extract the muscle synergies using the Non-negative Matrix Factorization algorithm and the outputs have been compared with the standard ones obtained from the traditional envelopes.

Relators: Danilo Demarchi, Paolo Motto Ros
Academic year: 2018/19
Publication type: Electronic
Number of Pages: 98
Subjects:
Corso di laurea: Corso di laurea magistrale in Ingegneria Biomedica
Classe di laurea: New organization > Master science > LM-21 - BIOMEDICAL ENGINEERING
Ente in cotutela: Motion Analysis Lab - Spaulding Rehabilitation Hospital (STATI UNITI D'AMERICA)
Aziende collaboratrici: UNSPECIFIED
URI: http://webthesis.biblio.polito.it/id/eprint/10675
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