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Continuous Gait Velocity Analysis Using Ambient Sensors in a Smart Home

Continuous Gait Velocity Analysis Using Ambient Sensors in a Smart Home

Samenvatting

We present a method for measuring gait velocity using data from an existing ambient sensor network. Gait velocity is an important predictor of fall risk and functional health. In contrast to other approaches that use specific sensors or sensor configurations our method imposes no constraints on the elderly. We studied different probabilistic models for the description of the sensor patterns. Experiments are carried out on 15 months of data and include repeated assessments from an occupational therapist. We showed that the measured gait velocities correlate with these assessments.

OrganisatieHogeschool van Amsterdam
LectoraatLectoraat Digital Life
Gepubliceerd inAmbient Intelligence Athens, Greece, GRC
Jaar2015
TypeConferentiebijdrage
DOI10.1007/978-3-319-26005-1_15
TaalEngels

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