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Prediction of Lower Extremity Multi-Joint Angles during Overground Walking by Using a Single IMU with a Low Frequency Based on an LSTM Recurrent Neural Network

The joint angle during gait is an important indicator, such as injury risk index, rehabilitation status evaluation, etc. To analyze gait, inertial measurement unit (IMU) sensors have been used in studies and continuously developed; however, they are difficult to utilize in daily life because of the...

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Detalles Bibliográficos
Autores principales: Sung, Joohwan, Han, Sungmin, Park, Heesu, Cho, Hyun-Myung, Hwang, Soree, Park, Jong Woong, Youn, Inchan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8747239/
https://www.ncbi.nlm.nih.gov/pubmed/35009591
http://dx.doi.org/10.3390/s22010053