DocumentCode :
3723755
Title :
Inertial Measurement units based wireless sensor network for real time gait analysis
Author :
Imesh Lihinikaduarachchi;Sajith Asanka Rajapaksha;Charitha Saumya;Viraj Senevirathne;Pujitha Silva
Author_Institution :
Department of Electronic and Telecommunication Engineering, University of Moratuwa, Sri Lanka
fYear :
2015
Firstpage :
1
Lastpage :
6
Abstract :
This paper discusses a methodology to analyze human gait using a wearable sensor mechanism based on Inertial Measurement Units (IMUs). Our approach uses three 6 DOF Inertial Measurement Units to analyze the motion of the lower limb. The kinematic constraints induced by a hinge joint are used to accurately estimate the joint axes of the knee and ankle joints. This method does not require the sensors to be placed on a predefined orientation. Kalman filtering based sensor fusion algorithm is implemented to fusion the gyroscope and accelerometer readings and calculate accurate joint angles. The accuracy of the algorithms is tested using pendulum motion and experimental results taken from people without any gait disorders. Finally the system is used to test two sets of people with and without gait disorders and a comparison of the results is also presented.
Keywords :
"Sensors","Fasteners","Accelerometers","Kalman filters","Legged locomotion","Gyroscopes","Wireless communication"
Publisher :
ieee
Conference_Titel :
TENCON 2015 - 2015 IEEE Region 10 Conference
ISSN :
2159-3442
Print_ISBN :
978-1-4799-8639-2
Electronic_ISBN :
2159-3450
Type :
conf
DOI :
10.1109/TENCON.2015.7372999
Filename :
7372999
Link To Document :
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