Title :
Estimation of force during vertical jumps using body fixed accelerometers
Author :
Howard, Richard ; Conway, Richard ; Harrison, Andrew J.
Author_Institution :
Dept. of Electron. & Comput. Eng., Univ. of Limerick, Limerick, Ireland
Abstract :
A method of estimating force using an accelerometer is presented. This model is based on estimating the resultant acceleration of a body at its centre of mass using a triaxial accelerometer. A data set of ground reaction forces are gathered using a force platform, which is used as the control for this experiment. Signal processing techniques for resampling the accelerometer signals, along with a method of cross correlation to align the force platform and accelerometer traces are used. The purpose of this study was to compare force calculated using accelerometer data from the SHIMMER device, with force platform data on counter movement and drop jumps, for use in sports biomechanics. The method was validated using twelve physically active adults who performed 5 counter movement jumps and 5 drop jumps from a height of 0.30 m. An accelerometer was attached near the participant´s centre of mass and simultaneous force and acceleration data were obtained for the jumps. Minimum eccentric force and peak concentric force were calculated concurrently for countermovement jumps and peak landing forces were calculated concurrently for drop jumps. The results showed moderate to low levels of agreement in forces and a consistent systematic bias between the results from the force platform and accelerometer. However, good agreement between the accelerometer and force platform was observed during the eccentric phase of the countermovement jump.
Keywords :
accelerometers; bioelectric potentials; biomechanics; medical signal processing; sport; SHIMMER device; body fixed accelerometers; body resultant acceleration estimation; centre-of-mass; counter movement jump calculation; cross correlation method; drop jump calculation; ground reaction forces; minimum eccentric force calculation; peak concentric force calculation; signal processing techniques; size 0.30 m; sport biomechanics; triaxial accelerometer; vertical jump calculation; accelerometer; force platform; signal processing; vertical jumps;
Conference_Titel :
Irish Signals & Systems Conference 2014 and 2014 China-Ireland International Conference on Information and Communications Technologies (ISSC 2014/CIICT 2014). 25th IET
Conference_Location :
Limerick
DOI :
10.1049/cp.2014.0667