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A survey of IoT-based fall detection for aiding elderly care: Sensors, methods, challenges and future trends
Remote monitoring of a fall condition or activities and daily life (ADL) of elderly patients has
become one of the essential purposes for modern telemedicine. Internet of Things (IoT) and …
become one of the essential purposes for modern telemedicine. Internet of Things (IoT) and …
Analysis of public datasets for wearable fall detection systems
Due to the boom of wireless handheld devices such as smartwatches and smartphones,
wearable Fall Detection Systems (FDSs) have become a major focus of attention among the …
wearable Fall Detection Systems (FDSs) have become a major focus of attention among the …
[HTML][HTML] Fall detection in older adults with mobile IoT devices and machine learning in the cloud and on the edge
Remote monitoring of older adults and detecting dangers in the state of human health have
become essential elements of modern telemedicine. Falls are a frequent reason for deaths …
become essential elements of modern telemedicine. Falls are a frequent reason for deaths …
Umafall: A multisensor dataset for the research on automatic fall detection
The progress in the field of inertial sensor technology and the widespread popularity of
personal electronics such as smartwatches or smartphones have prompted the research on …
personal electronics such as smartwatches or smartphones have prompted the research on …
Online fall detection using recurrent neural networks on smart wearable devices
Unintentional falls can cause severe injuries and even death, especially if no immediate
assistance is given. A fall detection system aims to detect a fall as soon as it occurs …
assistance is given. A fall detection system aims to detect a fall as soon as it occurs …
Automatic fall detection system based on the combined use of a smartphone and a smartwatch
E Casilari, MA Oviedo-Jiménez - PloS one, 2015 - journals.plos.org
Due to their widespread popularity, decreasing costs, built-in sensors, computing power and
communication capabilities, Android-based personal devices are being seen as an …
communication capabilities, Android-based personal devices are being seen as an …
Analysis of a smartphone-based architecture with multiple mobility sensors for fall detection with supervised learning
This paper describes a wearable Fall Detection System (FDS) based on a body-area
network consisting of four nodes provided with inertial sensors and Bluetooth wireless …
network consisting of four nodes provided with inertial sensors and Bluetooth wireless …
Smartphones and threshold-based monitoring methods effectively detect falls remotely: A systematic review
In the US, at least one fall occurs in at least 28.7% of community-dwelling seniors 65 and
older each year. Falls had medical costs of USD 51 billion in 2015 and are projected to …
older each year. Falls had medical costs of USD 51 billion in 2015 and are projected to …
Practical fall detection based on IoT technologies: A survey
Fall is the second incident that leads to death over the world. Fall event happens to
numerous groups of people consist of elderly, babies and also younger people. Admittedly …
numerous groups of people consist of elderly, babies and also younger people. Admittedly …
A feasibility study of the use of smartwatches in wearable fall detection systems
Over the last few years, the use of smartwatches in automatic Fall Detection Systems (FDSs)
has aroused great interest in the research of new wearable telemonitoring systems for the …
has aroused great interest in the research of new wearable telemonitoring systems for the …