DocumentCode
3644774
Title
Development and validation of a wearable inertial measurement system for use with lower limb exoskeletons
Author
Tadej Beravs;Peter Reberšek;Domen Novak;Janez Podobnik;Marko Munih
Author_Institution
Laboratory of Robotics, University of Ljubljana, Slovenia
fYear
2011
Firstpage
212
Lastpage
217
Abstract
This paper presents a system of inertial measurement units, each consisting of an accelerometer, gyroscope and magnetometer. They are characterized by a small size, wireless transmission, and open architecture, with the purpose of either integration into lower limb exoskeletons or general human movement analysis. Kalman filtering and the factored quaternion algorithm are used to track the orientation of each unit, and angles of the human joints are calculated from multiple units. After calibration, the system was tested with a wooden leg mockup and an actual human. The Optotrak optical measurement system was used as a reference. Differences between the inertial measurement system and the Optotrak were less than 2 degrees for the wooden leg and less than 5 degrees for the human leg, suggesting that the system represents a promising possibility for wearable movement tracking and analysis.
Keywords
"Joints","Quaternions","Gyroscopes","Accelerometers","Kalman filters","Vectors","Exoskeletons"
Publisher
ieee
Conference_Titel
Humanoid Robots (Humanoids), 2011 11th IEEE-RAS International Conference on
ISSN
2164-0572
Print_ISBN
978-1-61284-866-2
Electronic_ISBN
2164-0580
Type
conf
DOI
10.1109/Humanoids.2011.6100914
Filename
6100914
Link To Document