Challenges, issues and trends in fall detection systems

R Igual, C Medrano, I Plaza - Biomedical engineering online, 2013 - Springer
Since falls are a major public health problem among older people, the number of systems
aimed at detecting them has increased dramatically over recent years. This work presents …

Comprehensive review of vision-based fall detection systems

J Gutiérrez, V Rodríguez, S Martin - Sensors, 2021 - mdpi.com
Vision-based fall detection systems have experienced fast development over the last years.
To determine the course of its evolution and help new researchers, the main audience of this …

Unimib shar: A dataset for human activity recognition using acceleration data from smartphones

D Micucci, M Mobilio, P Napoletano - Applied Sciences, 2017 - mdpi.com
Smartphones, smartwatches, fitness trackers, and ad-hoc wearable devices are being
increasingly used to monitor human activities. Data acquired by the hosted sensors are …

Detecting falls with wearable sensors using machine learning techniques

AT Özdemir, B Barshan - Sensors, 2014 - mdpi.com
Falls are a serious public health problem and possibly life threatening for people in fall risk
groups. We develop an automated fall detection system with wearable motion sensor units …

A high reliability wearable device for elderly fall detection

P Pierleoni, A Belli, L Palma, M Pellegrini… - IEEE Sensors …, 2015 - ieeexplore.ieee.org
Falls are critical events among elderly people that requires timely rescue. In this paper, we
propose a fall detection system consisting of an inertial unit that includes triaxial …

Evaluation of accelerometer-based fall detection algorithms on real-world falls

F Bagala, C Becker, A Cappello, L Chiari, K Aminian… - PloS one, 2012 - journals.plos.org
Despite extensive preventive efforts, falls continue to be a major source of morbidity and
mortality among elderly. Real-time detection of falls and their urgent communication to a …

A smartphone-based fall detection system

S Abbate, M Avvenuti, F Bonatesta, G Cola… - Pervasive and Mobile …, 2012 - Elsevier
Falls are a major cause of injuries and hospital admissions among elderly people. Thus, the
caregiving process and the quality of life of older adults can be improved by adopting …

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 …

Automatic fall monitoring: A review

N Pannurat, S Thiemjarus, E Nantajeewarawat - Sensors, 2014 - mdpi.com
Falls and fall-related injuries are major incidents, especially for elderly people, which often
mark the onset of major deterioration of health. More than one-third of home-dwelling people …

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 …