A study on human fall detection systems: Daily activity classification and sensing techniques

Y Nizam, MNH Mohd… - International Journal of …, 2016 - penerbit.uthm.edu.my
Fall detection for elderly is a major topic as far as assistive technologies are concerned. This
is due to the high demand for the products and technologies related to fall detection with the …

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 …

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 …

Smartphone based data mining for fall detection: Analysis and design

A Hakim, MS Huq, S Shanta, B Ibrahim - Procedia computer science, 2017 - Elsevier
Falls can be devastating to the affected individual, yet a common event and hence one of the
major causes of injury or disability within the aged population in Malaysia and worldwide …

Fall detection based on accelerometer and gyroscope using back propagation

A Jefiza, E Pramunanto… - 2017 4th …, 2017 - ieeexplore.ieee.org
Falling is an external aspect that can lead to death for the elderly. With so many activities
they can do will increase the likelihood of falling. A fall detection device is designed to …

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 …

Elder tracking and fall detection system using smart tiles

M Daher, A Diab, MEB El Najjar, MA Khalil… - IEEE Sensors …, 2016 - ieeexplore.ieee.org
Fall detection for elderly and patient is a very important service that has the potential of
increasing autonomy of elders while minimizing the risks of living alone. It has been an …

[HTML][HTML] Evaluation of inertial sensor-based pre-impact fall detection algorithms using public dataset

S Ahn, J Kim, B Koo, Y Kim - Sensors, 2019 - mdpi.com
In this study, pre-impact fall detection algorithms were developed based on data gathered by
a custom-made inertial measurement unit (IMU). Four types of simulated falls were …

Fall‐Detection Algorithm Using 3‐Axis Acceleration: Combination with Simple Threshold and Hidden Markov Model

D Lim, C Park, NH Kim, SH Kim… - Journal of Applied …, 2014 - Wiley Online Library
Falls are a serious medical and social problem among the elderly. This has led to the
development of automatic fall‐detection systems. To detect falls, a fall‐detection algorithm …

Threshold-based fall detection on smart phones

S Fudickar, A Lindemann, B Schnor - International Conference on …, 2014 - scitepress.org
This paper evaluates threshold-based fall detection algorithms which use data from
acceleration sensors that are part of the current smart phone technology. The evaluation …