Title :
Investigating arm symmetry in swimming using inertial sensors
Author :
Stamm, A. ; James, D.A. ; Hagem, R.M. ; Thiel, David Victor
Author_Institution :
Centre for Wireless Monitoring & Applic. (CWMA), Griffith Univ., Brisbane, QLD, Australia
Abstract :
This research used an sacrum mounted self developed inertial sensor, which provides triaxial accelerometers and gyroscopes, RF capability and 2GB on-board memory in a waterproof casing to investigate the arm symmetry in freestyle swimming. The recorded acceleration data was filtered using a high-pass Hamming windowed FIR filter to remove the sensor orientation from the wanted signal. The signal was then analyzed using a zero-crossing detection algorithm to find the individual stroke rates (SR) and the differences between left and right arm stroke durations (asymmetry).
Keywords :
FIR filters; accelerometers; biomechanics; gyroscopes; inertial systems; sport; RF capability; acceleration data; freestyle swimming; gyroscopes; high-pass Hamming windowed FIR filter; inertial sensors; on-board memory; sacrum mounted self developed inertial sensor; swimming arm symmetry; triaxial accelerometers; waterproof casing; zero-crossing detection algorithm; Acceleration; Accelerometers; Finite impulse response filter; Low pass filters; Sensors; Timing; Training;
Conference_Titel :
Sensors, 2012 IEEE
Conference_Location :
Taipei
Print_ISBN :
978-1-4577-1766-6
Electronic_ISBN :
1930-0395
DOI :
10.1109/ICSENS.2012.6411436