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Human arm motion tracking using IMU measurements in a robotic environment
Pellois, Robin; Bruls, Olivier
2019In Proceedings of the 21st International Symposium on Measurement and Control in Robotics
 

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Keywords :
Gyroscopes; Motion analysis; Optoelectronic devices; Robotics; Gravity measurement; Human arm motion; Human motion tracking; Human motions; Human robot Interaction (HRI); Magnetic disturbance; Human robot interaction
Abstract :
[en] Human-robot interactions (HRI) is an emerging paradigm that aims at combining complementary skills of robot and human. The meaningful human arm motion represent an interesting way of communication to explore with robot. IMUs appear as a simple, lightweight, easy-to-use, technology for human motion tracking compared to other systems such as opto-electronic devices. However, IMUs require important data treatement to reconstruct human motion and are usually coupled with a magnetometer or even other sensors. This paper explores a method only based on IMUs (accelerometer and gyroscope) to track human motion in order to keep the simplicity and robustness of IMUs in an industrial environnement with magnetic disturbances. The signal processing method presented here limit the well-known drift of the gyroscope by gravity measurement. © (2018) by the International Measurement Confederation (IMEKO). All rights reserved.
Disciplines :
Mechanical engineering
Author, co-author :
Pellois, Robin ;  Université de Liège - ULiège > Département d'aérospatiale et mécanique > Laboratoire des Systèmes Multicorps et Mécatroniques
Bruls, Olivier  ;  Université de Liège - ULiège > Département d'aérospatiale et mécanique > Laboratoire des Systèmes Multicorps et Mécatroniques
Language :
English
Title :
Human arm motion tracking using IMU measurements in a robotic environment
Publication date :
2019
Event name :
21st International Symposium on Measurement and Control in Robotics, ISMCR 2018
Event date :
26 September 2018 through 28 September 2018
By request :
Yes
Audience :
International
Main work title :
Proceedings of the 21st International Symposium on Measurement and Control in Robotics
Publisher :
International Measurement Confederation (IMEKO)
Pages :
65-68
Commentary :
152204 9781510890114
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since 17 June 2020

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