Leg Joint Angle Estimation From a Single Inertial Sensor During Variety of Walking Motions: A Deep Learning Approach

This study evaluates the capability of a single inertial sensor based joint angles estimation during four different walking patterns in an outdoor setting. The sensor was placed on the upper part of the tibia, which was chosen due to its large range of motion and minimal foot-ground impact. A Bi-LST...

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Bibliographic Details
Main Authors: Tsige Tadesse Alemayoh, Jae Hoon Lee, Shingo Okamoto
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10302271/