Title :
Guidlines for Calibration and Drift Compensation of a Wearable Device with Rate-Gyroscopes and Accelerometers
Author :
Giansanti, D. ; Maccioni, G. ; Macellari, V.
Author_Institution :
Ist. Superiore di Sanita, Rome
Abstract :
The technical note describes a methodology for the calibration and the drift compensation of a device with accelerometers and rate-gyroscopes . The methodology is based on a step-wise-motor approach and a simulation environment with the device simulation model for optimisation of the calibration parameters. The validation on a wide range of locomotion tasks performed by 30 subjects with some unbalance problems showed the feasibility of the methodology. In particular, a correlation was found between simulated and actual data (0.15deg in maximal value ). Results also showed that the drift compensation procedure significantly improved the performances of the device.
Keywords :
accelerometers; biosensors; calibration; gyroscopes; accelerometers; calibration; drift compensation; guidelines; locomotion tasks; rate gyroscopes; step wise motor approach; wearable device; Accelerometers; Angular velocity; Calibration; Gyroscopes; IEEE members; Monitoring; Optimization methods; Signal processing; Testing; Wearable sensors; Acceleration; Aged; Aged, 80 and over; Algorithms; Biomechanical Phenomena; Calibration; Equipment Design; Humans; Least-Squares Analysis; Middle Aged; Monitoring, Ambulatory; Movement; Reproducibility of Results; Signal Processing, Computer-Assisted;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4352796