Estimation of Lower Limb Joint Angles and Joint Moments during Different Locomotive Activities Using the Inertial Measurement Units and a Hybrid Deep Learning Model.

Wang, Fanjie; Liang, Wenqi; Afzal, Hafiz Muhammad Rehan; Fan, Ao; Li, Wenjiong; Dai, Xiaoqian; Liu, Shujuan; Hu, Yiwei; Li, Zhili; Yang, Pengfei

Wang, Fanjie; Liang, Wenqi; Afzal, Hafiz Muhammad Rehan; Fan, Ao; Li, Wenjiong; Dai, Xiaoqian; Liu, Shujuan; Hu, Yiwei; Li, Zhili; Yang, Pengfei.

Afiliação

Wang F; Key Laboratory for Space Bioscience and Biotechnology, School of Life Sciences, Northwestern Polytechnical University, Xi'an 710072, China.
Liang W; Key Laboratory for Space Bioscience and Biotechnology, School of Life Sciences, Northwestern Polytechnical University, Xi'an 710072, China.
Afzal HMR; Key Laboratory for Space Bioscience and Biotechnology, School of Life Sciences, Northwestern Polytechnical University, Xi'an 710072, China.
Fan A; Key Laboratory for Space Bioscience and Biotechnology, School of Life Sciences, Northwestern Polytechnical University, Xi'an 710072, China.
Li W; National Key Laboratory of Space Medicine, China Astronaut Research and Training Center, Beijing 100094, China.
Dai X; National Key Laboratory of Space Medicine, China Astronaut Research and Training Center, Beijing 100094, China.
Liu S; National Key Laboratory of Space Medicine, China Astronaut Research and Training Center, Beijing 100094, China.
Hu Y; Key Laboratory for Space Bioscience and Biotechnology, School of Life Sciences, Northwestern Polytechnical University, Xi'an 710072, China.
Li Z; National Key Laboratory of Space Medicine, China Astronaut Research and Training Center, Beijing 100094, China.
Yang P; Key Laboratory for Space Bioscience and Biotechnology, School of Life Sciences, Northwestern Polytechnical University, Xi'an 710072, China.

Sensors (Basel) ; 23(22)2023 Nov 08.

Article em En | MEDLINE | ID: mdl-38005427

Assuntos

Aprendizado Profundo; Humanos; Extremidade Inferior; Articulação do Joelho; Marcha; Joelho; Fenômenos Biomecânicos

Palavras-chave

deep learning; inertial measurement unit; joint angle estimation; joint moment estimation

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Aprendizado Profundo Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article

Texto completo

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Aprendizado Profundo Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article