Title :
Trunk orientation estimate during walking using gyroscope sensors
Author :
Bonnet, Vincent ; McCamley, John ; Mazza, Claudia ; Cappozzo, Aurelio
Author_Institution :
Dept. of Human Movement & Sports Sci., Univ. of Rome Foro Italico, Rome, Italy
Abstract :
This study proposes the use of a combination of Weighted Fourier Linear Combiner and Fourier Linear Combiner algorithms to estimate lower trunk orientation angles during walking using the three angular velocity components measured by an inertial measurement unit. The proposed method enables the determination in real-time of the rotations around three local orthogonal axes defined relative to their initial orientations (pitch, roll, and yaw). Since the method is based on the analytical integration of a Fourier series, it is suitable for the analysis of quasi-periodic movements such as gait.
Keywords :
Fourier series; biomedical measurement; gait analysis; gyroscopes; motion measurement; Fourier linear combiner algorithm; Fourier series; angular velocity components; gait analysis; gyroscope sensors; inertial measurement unit; lower trunk orientation angle estimation; pitch; quasiperiodic movement analysis; roll; trunk orientation estimation; walking; weighted Fourier linear combiner algorithm; yaw; Adaptive filters; Angular velocity; Fourier series; Frequency measurement; Legged locomotion; Sensors; Velocity measurement;
Conference_Titel :
Biomedical Robotics and Biomechatronics (BioRob), 2012 4th IEEE RAS & EMBS International Conference on
Conference_Location :
Rome
Print_ISBN :
978-1-4577-1199-2
DOI :
10.1109/BioRob.2012.6290821