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3 articles related to "Locomotion Mode Recognition"

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Articles

Methods

Published on 29 Nov 2022

Comparison of machine learning and deep learning-based methods for locomotion mode recognition using a single inertial measurement unit

Huong Thi Thu Vu
Hoang-Long Cao
Dianbiao Dong
Tom Verstraten
Joost Geeroms
Bram Vanderborght

Frontiers in Neurorobotics

doi 10.3389/fnbot.2022.923164

8,015 views
10 citations

Original Research

Published on 21 Sep 2021

Three-Year Review of the 2018–2020 SHL Challenge on Transportation and Locomotion Mode Recognition From Mobile Sensors

in Mobile and Ubiquitous Computing

Lin Wang
Hristijan Gjoreski
Mathias Ciliberto
Paula Lago
Kazuya Murao
Tsuyoshi Okita
Daniel Roggen

Frontiers in Computer Science

doi 10.3389/fcomp.2021.713719

6,304 views
28 citations

Original Research

Published on 04 Feb 2022

Environment Classification for Robotic Leg Prostheses and Exoskeletons Using Deep Convolutional Neural Networks

Brokoslaw Laschowski
William McNally
Alexander Wong
John McPhee

Frontiers in Neurorobotics

doi 10.3389/fnbot.2021.730965

11,279 views
71 citations