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Pre-Impact Fall Detection with CNN-Based Class Activation Mapping Method

In this paper, we report our improvement on the prediction accuracy of pre-impact fall detection by applying a learning-based method on the real-time data from an IMU (inertial measurement unit)-sensor mounted on the waist, making it possible to achieve a high accuracy on a wearable device with the...

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Detalles Bibliográficos
Autores principales: Shi, Jingyi, Chen, Diansheng, Wang, Min
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7506847/
https://www.ncbi.nlm.nih.gov/pubmed/32842652
http://dx.doi.org/10.3390/s20174750