Human Posture Transition-Time Detection Based upon Inertial Measurement Unit and Long Short-Term Memory Neural Networks.

Kuo, Chun-Ting; Lin, Jun-Ji; Jen, Kuo-Kuang; Hsu, Wei-Li; Wang, Fu-Cheng; Tsao, Tsu-Chin; Yen, Jia-Yush.

Afiliação

Kuo CT; Department of Mechanical Engineering, National Taiwan University, Taipei 106319, Taiwan.
Lin JJ; Department of Mechanical Engineering, National Taiwan University, Taipei 106319, Taiwan.
Jen KK; Missile and Rocket Research Division, National Chung Shan Institute of Science and Technology, Taoyuan 325204, Taiwan.
Hsu WL; School and Graduate Institute of Physical Therapy, National Taiwan University, Taipei 106319, Taiwan.
Wang FC; Department of Mechanical Engineering, National Taiwan University, Taipei 106319, Taiwan.
Tsao TC; Mechanical and Aerospace Engineering, Samueli School of Engineering, UCLA, Los Angeles, CA 90095, USA.
Yen JY; Department of Mechanical Engineering, National Taiwan University, Taipei 106319, Taiwan.

Biomimetics (Basel) ; 8(6)2023 Oct 02.

Article em En | MEDLINE | ID: mdl-37887602

Palavras-chave

deep learning; feedforward neural network (FNN); human activity recognition (HAR); human posture change detection; inertial measurement unit (IMU); internal sensing; long short-term memory (LSTM)

Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article