Title :
Tremor analysis by decomposition of acceleration into gravity and inertial acceleration using inertial measurement unit
Author :
Otakar Šprdlík;Zdeněk Hurák;Martina Hoskovcová;Evžen Růžička
Author_Institution :
Institute of Information Theory and Automation of the ASCR and with Czech Technical University in Prague, Faculty of Electrical Engineering, Dept. of Control Eng., Czech Republic
Abstract :
Decomposition of acceleration was investigated as an alternative to commonly used direct spectral analysis of measured acceleration or angular velocity for tremor quantification. Orientation estimation algorithm was devised to decompose the measured acceleration into inertial acceleration caused by sensor movement in inertial reference frame and gravitational artifact. Resulting signals, beside measured acceleration and angular velocity, were used to assess tremor amplitude and frequency by spectral peak detection. The algorithm was tested on experimental data from a clinical study including patients with essential tremor. Influence of sensor calibration and connections of results to analytic approach are analyzed briefly.
Keywords :
"Accelerometers","Acceleration","Gravity","Measurement units","Velocity measurement","Angular velocity","Spectral analysis","Frequency measurement","Testing","Calibration"
Conference_Titel :
Information Technology and Applications in Biomedicine, 2009. ITAB 2009. 9th International Conference on
Electronic_ISBN :
2168-2208
DOI :
10.1109/ITAB.2009.5394320