Algorithms for Walking Speed Estimation Using a Lower-Back-Worn Inertial Sensor: A Cross-Validation on Speed Ranges

Walking/gait speed is a key measure for daily mobility characterization. To date, various studies have attempted to design algorithms to estimate walking speed using an inertial sensor worn on the lower back, which is considered as a proper location for activity monitoring in daily life. However, th...

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Vydáno v:	IEEE transactions on neural systems and rehabilitation engineering Ročník 29; s. 1955 - 1964
Hlavní autoři:	Soltani, A., Aminian, K., Mazza, C., Cereatti, A., Palmerini, L., Bonci, T., Paraschiv-Ionescu, A.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Accelerometers Aids Algorithms cadence Datasets Estimation Gait Inertial sensing devices inertial sensors Instruments Legged locomotion Orthopedic apparatus Root-mean-square errors slow walkers Sociology Statistics step length Three-dimensional displays Walking walking aids Walking speed
ISSN:	1534-4320, 1558-0210, 1558-0210
On-line přístup:	Získat plný text
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