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Deep Learning Methods for Speed Estimation of Bipedal Motion from Wearable IMU Sensors

The estimation of the speed of human motion from wearable IMU sensors is required in applications such as pedestrian dead reckoning. In this paper, we test deep learning methods for the prediction of the motion speed from raw readings of a low-cost IMU sensor. Each subject was observed using three s...

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Detalles Bibliográficos
Autores principales: Justa, Josef, Šmídl, Václav, Hamáček, Aleš
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9144294/
https://www.ncbi.nlm.nih.gov/pubmed/35632274
http://dx.doi.org/10.3390/s22103865