Classification of gait phases based on a machine learning approach using muscle synergy

The accurate detection of the gait phase is crucial for monitoring and diagnosing neurological and musculoskeletal disorders and for the precise control of lower limb assistive devices. In studying locomotion mode identification and rehabilitation of neurological disorders, the concept of modular or...

Full description

Bibliographic Details
Main Authors: Heesu Park, Sungmin Han, Joohwan Sung, Soree Hwang, Inchan Youn, Seung-Jong Kim
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-05-01
Series:Frontiers in Human Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2023.1201935/full