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Online Pathological Tremor Characterization Using Extended Kalman Filtering
Acte de colloque

Online Pathological Tremor Characterization Using Extended Kalman Filtering

Antonio Bo, Philippe Poignet, Ferdinan Widjaja et Wei Tech Ang
30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp.1753-1756
EMBC: Engineering in Medicine and Biology Conference (Vancouver, BC, Canada, 20/08/2008–25/08/2008)
20/08/2008

Résumé

This paper describes different algorithms that perform online pathological tremor characterization. Two distinct nonstationary parametric models are used, an Auto-Regressive (AR) model and an harmonic model. The models are recursively estimated with Extended Kalman Filters (EKFs). Experimental data was obtained with low cost accelerometers and the results are compared in terms of spectrogram estimation and prediction performance.

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