A survey on recent advances in wearable fall detection systems

A Ramachandran, A Karuppiah - BioMed research international, 2020 - Wiley Online Library
With advances in medicine and healthcare systems, the average life expectancy of human
beings has increased to more than 80 yrs. As a result, the demographic old‐age …

Performance, challenges, and limitations in multimodal fall detection systems: A review

VR Xefteris, A Tsanousa, G Meditskos… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Fall events among older adults are a serious concern, having an impact on their health and
well-being. The development of the Internet of Things (IoT) over the last years has led to the …

Implementation of fall detection system based on 3D skeleton for deep learning technique

TH Tsai, CW Hsu - IEEE Access, 2019 - ieeexplore.ieee.org
In recent years, the fall detection system has become an important topic in the homecare
system. Compared with the traditional fall detection algorithm, the method used by neural …

IOT based smart helmet for construction workers

V Jayasree, MN Kumari - 2020 7th International Conference on …, 2020 - ieeexplore.ieee.org
Day by day the death rate of the construction workers at the construction site is increasing.
But still there are no such remedies to reduce this fatality rate. To provide continuous …

Camera-based fall detection system for the elderly with occlusion recognition

F Lezzar, D Benmerzoug, I Kitouni - Applied Medical Informatics, 2020 - ami.info.umfcluj.ro
This paper proposes an algorithm for fall detection using 2D RGB camera. Occlusion, fall,
and common daily activities are separated from each other by machine learning algorithms …

GL-YOLO-Lite: a novel lightweight fallen person detection model

Y Dai, W Liu - Entropy, 2023 - mdpi.com
The detection of a fallen person (FPD) is a crucial task in guaranteeing individual safety.
Although deep-learning models have shown potential in addressing this challenge, they …

[PDF][PDF] Towards ambient assisted living (AAL): design of an IoT-based elderly activity monitoring system

I Rupasinghe, MWP Maduranga - International Journal of …, 2022 - researchgate.net
This paper presents a design and development of an IoT-based system to real-time track
elders' physical activities using accelerometer sensor data. The objective behind conducting …

[PDF][PDF] Wearable Smart Phone Sensor Fall Detection System.

MH Habaebi, SH Yusoff, AN Ishak… - … Journal of Interactive …, 2022 - researchgate.net
One of the most important measures that developed countries need along with economic
success is the provision of contemporary health services for the elderly. Inadequate care for …

A simulator to support machine learning-based wearable fall detection systems

A Collado-Villaverde, M Cobos, P Muñoz, D F. Barrero - Electronics, 2020 - mdpi.com
People's life expectancy is increasing, resulting in a growing elderly population. That
population is subject to dependency issues, falls being a problematic one due to the …

Evaluation of feature engineering on wearable sensor-based fall detection

A Ramachandran, A Ramesh… - 2020 International …, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) enabled geriatric healthcare systems have gained importance in the
recent years due to an increase in the number of elderly people living alone. The application …