IoT based smart health monitoring with CNN using edge computing

S Vimal, YH Robinson, S Kadry, HV Long… - Journal of Internet …, 2021 - jit.ndhu.edu.tw
In the last years, healthcare monitoring has followed a great upwards grown compared to
the past decade with the intrusion of the Internet of Things (IoT). The IoT based health …

An approach to enhance fall detection using machine learning classifier

M Soni, S Chauhan, B Bajpai… - 2020 12th International …, 2020 - ieeexplore.ieee.org
Environmental protection is a concept that uses information and communication technology
(ICT) for enhancing people's daily lives. Human fall detection is an effective environmental …

FallDS-IoT: a fall detection system for elderly healthcare based on IoT data analytics

SK Bhoi, SK Panda, B Patra, B Pradhan… - 2018 International …, 2018 - ieeexplore.ieee.org
Fall represents a major health risk for the elderly people. If the situation is not alerted in time
then this leads to loss of life or impairment in the elderly, which reduces the quality of life. In …

Design of inception with deep convolutional neural network based fall detection and classification model

K Durga Bhavani, M Ferni Ukrit - Multimedia Tools and Applications, 2024 - Springer
Falling is the most serious health problem for elderly population resulting in serious injuries,
if not treated quickly. As the world population gets increased, the number of serious falls and …

IoT-based human fall detection system

O Ribeiro, L Gomes, Z Vale - Electronics, 2022 - mdpi.com
Human falls are an issue that especially affects elderly people, resulting in permanent
disabilities or even in the person's death. Preventing human falls is a social desire, but it is …

Fall detection system for elderly people using IoT and big data

D Yacchirema, JS De Puga, C Palau… - Procedia computer science, 2018 - Elsevier
Falls represent a major public health risk worldwide for the elderly people. A fall not assisted
in time can cause functional impairment in an elder and a significant decrease in his …

Practical fall detection based on IoT technologies: A survey

N Mozaffari, J Rezazadeh, R Farahbakhsh, S Yazdani… - Internet of things, 2019 - Elsevier
Fall is the second incident that leads to death over the world. Fall event happens to
numerous groups of people consist of elderly, babies and also younger people. Admittedly …

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 …

[PDF][PDF] Evolutionary Algorithm with Deep Learning based Fall Detection on Internet of Things Environment.

E Akhmetshin, A Nemtsev, R Shichiyakh… - Fusion: Practice & …, 2024 - researchgate.net
Falling is among the most threatening event proficient by the ageing population. There is a
necessity for the development of the fall detection (FD) system with the increasing ageing …

Fall detection system using XGBoost and IoT

DK Cahoolessur, B Rajkumarsingh - R&D Journal, 2020 - scielo.org.za
This project aims to design and implement a fall detection system for the elders using
machine learning techniques and Internet-of-Things (IoT). The main issue with fall detection …