An IoT based device-type invariant fall detection system

S Nooruddin, MM Islam, FA Sharna - Internet of Things, 2020 - Elsevier
As the world elderly population is increasing rapidly, the use of technology for the
development of accurate and fast automatic fall detection systems has become a necessity …

Fall detection system for elderly people using IoT and ensemble machine learning algorithm

D Yacchirema, JS de Puga, C Palau… - Personal and Ubiquitous …, 2019 - Springer
Falls represent a major public health risk worldwide for the elderly people. A fall not assisted
in time can cause functional impairment in an elderly and a significant decrease in his …

Development of a real-time wearable fall detection system in the context of Internet of Things

Z Qian, Y Lin, W Jing, Z Ma, H Liu, R Yin… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Fall detection is of increasing significance in terms of the health monitoring of the elderly and
disabled people, as falls may lead to physical injuries or even mental trauma. The existing …

Fall detection system with artificial intelligence-based edge computing

BS Lin, T Yu, CW Peng, CH Lin, HK Hsu, IJ Lee… - IEEE …, 2022 - ieeexplore.ieee.org
Falls are the second leading cause of death from unintentional injuries in older adults.
Although many systems have been used to detect falls, they are limited by the computational …

A smart device enabled system for autonomous fall detection and alert

J He, C Hu, X Wang - International Journal of Distributed …, 2016 - journals.sagepub.com
The activity model based on 3D acceleration and gyroscope is created in this paper, and the
difference between the activities of daily living (ADLs) and falls is analyzed at first …

FallDroid: An automated smart-phone-based fall detection system using multiple kernel learning

A Shahzad, K Kim - IEEE Transactions on Industrial Informatics, 2018 - ieeexplore.ieee.org
Common fall occurrences in the elderly population pose dramatic challenges in public
healthcare domain. Adoption of an efficient and yet highly reliable automatic fall detection …

A survey of IoT-based fall detection for aiding elderly care: Sensors, methods, challenges and future trends

ME Karar, HI Shehata, O Reyad - Applied Sciences, 2022 - mdpi.com
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 …

A study of fall detection in assisted living: Identifying and improving the optimal machine learning method

N Thakur, CY Han - Journal of sensor and actuator networks, 2021 - mdpi.com
This paper makes four scientific contributions to the field of fall detection in the elderly to
contribute to their assisted living in the future of Internet of Things (IoT)-based pervasive …

[PDF][PDF] Accelerometer-based elderly fall detection system using edge artificial intelligence architecture

OZ Salah, SK Selvaperumal, R Abdulla - International Journal of …, 2022 - academia.edu
Falls have long been one of the most serious threats to elderly people's health. Detecting
falls in real-time can reduce the time the elderly remains on the floor after a fall, hence …

IR-UWB sensor based fall detection method using CNN algorithm

T Han, W Kang, G Choi - Sensors, 2020 - mdpi.com
Falls are the leading cause of fatal injuries in the elderly such as fractures, and secondary
damage from falls can lead to death. As such, fall detection is a crucial topic. However, due …