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
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;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6426001