DocumentCode
3162905
Title
An algebraic approach for human posture estimation in the sagittal plane using accelerometer noisy signal
Author
Perruquetti, W. ; Bonnet, V. ; Mboup, Mamadou ; Ushirobira, Rosane ; Fraisse, P.
Author_Institution
Ecole Centrale de Lille, Univ. Lille Nord de France, Lille, France
fYear
2012
fDate
10-13 Dec. 2012
Firstpage
7389
Lastpage
7394
Abstract
Our aim is to develop an algebraic approach to estimate human posture in the sagittal plane using Inertial Measurement Unit (IMU) providing accelerations and angular velocities. For this purpose, we address the issue of the estimation of the amplitude, frequency and phase of a biased and noisy sum of three sinusoidal waveform signals on a moving time horizon. The length of the time window being small, the estimation must be done within a fraction of the signal´s period. The problem is solved via an algebraic method. The efficiency of our approach is illustrated by computer simulations.
Keywords
acceleration control; accelerometers; algebra; amplitude estimation; angular velocity control; frequency estimation; motion control; signal processing; IMU; acceleration; accelerometer noisy signal; algebraic approach; algebraic method; amplitude estimation; angular velocity; frequency estimation; human posture estimation; inertial measurement unit; moving time horizon; sagittal plane; signal period; sinusoidal waveform signal; time window length; Accelerometers; Electronic mail; Equations; Estimation; Humans; Kinematics; Noise measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location
Maui, HI
ISSN
0743-1546
Print_ISBN
978-1-4673-2065-8
Electronic_ISBN
0743-1546
Type
conf
DOI
10.1109/CDC.2012.6426001
Filename
6426001
Link To Document