Real-time modeling and feature extraction method of surface electromyography signal for hand movement classification based on oscillatory theory.

Xiao, Feiyun; Mu, Jingsong; Lu, Jieping; Dong, Guangxu; Wang, Yong

Xiao, Feiyun; Mu, Jingsong; Lu, Jieping; Dong, Guangxu; Wang, Yong.

Afiliação

Xiao F; School of Mechanical Engineering, Hefei University of Technology, Hefei 230009, People's Republic of China.
Mu J; Intelligent Interconnected Systems Laboratory of Anhui Province, Hefei University of Technology, Hefei 230009, People's Republic of China.
Lu J; School of Mechanical Engineering, Hefei University of Technology, Hefei 230009, People's Republic of China.
Dong G; Department of Rehabilitation Medicine, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Anhui Provincial Hospital, Hefei, 230001, People's Republic of China.
Wang Y; Department of Neurology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230009, People's Republic of China.

J Neural Eng ; 19(2)2022 03 25.

Article em En | MEDLINE | ID: mdl-35172291

Assuntos

Algoritmos; Mãos; Eletromiografia/métodos; Mãos/fisiologia; Humanos; Movimento/fisiologia; Processamento de Sinais Assistido por Computador

Palavras-chave

feature extraction; hand movement classification; oscillatory theory; signal modeling; surface electromyography

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Algoritmos / Mãos Limite: Humans Idioma: En Revista: J Neural Eng Assunto da revista: NEUROLOGIA Ano de publicação: 2022 Tipo de documento: Article

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