Room-Level Fall Detection Based on Ultra-Wideband (UWB) Monostatic Radar and Convolutional Long Short-Term Memory (LSTM)

Room-Level Fall Detection Based on Ultra-Wideband (UWB) Monostatic Radar and Convolutional Long Short-Term Memory (LSTM)

Timely calls for help can really make a difference for elders who suffer from falls, particularly in private locations. Considering privacy protection and convenience for the users, in this paper, we approach the problem by using impulse−radio ultra-wideband (IR-UWB) monostatic radar and p...

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Bibliographic Details
Main Authors: Liang Ma, Meng Liu, Na Wang, Lu Wang, Yang Yang, Hongjun Wang
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Sensors
Subjects:
fall detection
ir-uwb
convlstm
deep learning
Online Access:https://www.mdpi.com/1424-8220/20/4/1105

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