Deep learning with an attention mechanism for continuous biomechanical motion estimation across varied activities

Reliable estimation of desired motion trajectories plays a crucial part in the continuous control of lower extremity assistance devices such as prostheses and orthoses. Moreover, reliable estimation methods are also required to predict hard-to-measure biomechanical quantities (e.g., joint contact mo...

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Bibliographic Details
Main Authors: Guanlin Ding, Andrew Plummer, Ioannis Georgilas
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-10-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2022.1021505/full