Review of fall detection techniques: A data availability perspective

SS Khan, J Hoey - Medical engineering & physics, 2017 - Elsevier
A fall is an abnormal activity that occurs rarely; however, missing to identify falls can have
serious health and safety implications on an individual. Due to the rarity of occurrence of …

Ambient sensors for elderly care and independent living: a survey

MZ Uddin, W Khaksar, J Torresen - Sensors, 2018 - mdpi.com
Elderly care at home is a matter of great concern if the elderly live alone, since unforeseen
circumstances might occur that affect their well-being. Technologies that assist the elderly in …

Deep learning for fall detection: Three-dimensional CNN combined with LSTM on video kinematic data

N Lu, Y Wu, L Feng, J Song - IEEE journal of biomedical and …, 2018 - ieeexplore.ieee.org
Fall detection is an important public healthcare problem. Timely detection could enable
instant delivery of medical service to the injured. A popular nonintrusive solution for fall …

A microphone array system for automatic fall detection

Y Li, KC Ho, M Popescu - IEEE Transactions on Biomedical …, 2012 - ieeexplore.ieee.org
More than a third of elderly fall each year in the United States. It has been shown that the
longer the lie on the floor, the poorer is the outcome of the medical intervention. To reduce …

Sensor technologies for fall detection systems: A review

A Singh, SU Rehman, S Yongchareon… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
The risk of falls in older adults restrict their social life and independent living. The assisted
living devices help older adults to live independently in their home, giving a psychological …

Fall detection with UWB radars and CNN-LSTM architecture

J Maitre, K Bouchard, S Gaboury - IEEE journal of biomedical …, 2020 - ieeexplore.ieee.org
Fall detection is a major challenge for researchers. Indeed, a fall can cause injuries such as
femoral neck fracture, brain hemorrhage, or skin burns, leading to significant pain. However …

Fall detection devices and their use with older adults: a systematic review

S Chaudhuri, H Thompson… - Journal of geriatric physical …, 2014 - journals.lww.com
Background: Falls represent a significant threat to the health and independence of adults
aged 65 years and older. As a wide variety and large number of passive monitoring systems …

Fall detection monitoring systems: a comprehensive review

P Vallabh, R Malekian - Journal of Ambient Intelligence and Humanized …, 2018 - Springer
The increase in elderly population especially in the developed countries and the number of
elderly people living alone can result in increased healthcare costs which can cause a huge …

Detecting falls as novelties in acceleration patterns acquired with smartphones

C Medrano, R Igual, I Plaza, M Castro - PloS one, 2014 - journals.plos.org
Despite being a major public health problem, falls in the elderly cannot be detected
efficiently yet. Many studies have used acceleration as the main input to discriminate …

[HTML][HTML] An unsupervised acoustic fall detection system using source separation for sound interference suppression

MS Khan, M Yu, P Feng, L Wang, J Chambers - Signal processing, 2015 - Elsevier
We present a novel unsupervised fall detection system that employs the collected acoustic
signals (footstep sound signals) from an elderly person׳ s normal activities to construct a …