A survey on event detection approaches for sensor based IoT

M Kumar, PK Singh, MK Maurya, A Shivhare - Internet of Things, 2023 - Elsevier
Over the period, two significant advancements ie shrinking of the sensor size and improved
communication capability, lead the sensor-based internet-of-things (SBIoT) to mature …

Detecting elderly behaviors based on deep learning for healthcare: Recent advances, methods, real-world applications and challenges

M Almutairi, LA Gabralla, S Abubakar… - IEEE Access, 2022 - ieeexplore.ieee.org
Machine learning has been applied in healthcare domain for the development of smart
devices to improve the life of the elderly persons in the society. Taking care of elderly person …

Enhancing elderly fall detection through IoT-enabled smart flooring and AI for independent living sustainability

HA Alharbi, KK Alharbi, CAU Hassan - Sustainability, 2023 - mdpi.com
In the realm of sustainable IoT and AI applications for the well-being of elderly individuals
living alone in their homes, falls can have severe consequences. These consequences …

[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 …

Machine vision-based fall detection system using mediapipe pose with iot monitoring and alarm

CAQ Bugarin, JMM Lopez, SGM Pineda… - 2022 IEEE 10th …, 2022 - ieeexplore.ieee.org
The incidence of falls is more commonly experienced by the ageing population globally, due
to their increasing frailty. Fall detection systems are being developed combined with …

Noncontact sleeping heartrate monitoring method using continuous-wave doppler radar based on the difference quadratic sum demodulation and search algorithm

X Chen, X Ni - Sensors, 2022 - mdpi.com
Continuous-wave doppler radar, which has the advantages of simple structure, low cost, and
low power consumption, has attracted extensive attention in the detection of human vital …

Design of a two-stage continuous fall detection system using multiframe radar range-doppler maps

L Yang, W Ye - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
This article presents a two-stage radar-based continuous fall detection system designed for
high accuracy and low power consumption, suitable for edge device deployment. The …

A Cost-Effective Fall-Detection Framework for the Elderly Using Sensor-Based Technologies

CAU Hassan, FK Karim, A Abbas, J Iqbal, H Elmannai… - Sustainability, 2023 - mdpi.com
Falls are critical events among the elderly living alone in their rooms and can have intense
consequences, such as the elderly person being left to lie for a long time after the fall …

State-of-the-art radar technology for remote human fall detection: a systematic review of techniques, trends, and challenges

RC Tewari, A Routray, J Maiti - Multimedia Tools and Applications, 2024 - Springer
Human falls occur rarely; however, they can lead to severe consequences if not addressed
immediately. With the rise of nuclear families, there has been a significant increase in the …

Detection of Oil-Water Separation Process Based on Embedded Serpentine Microstrip Line Array

L Zhang, Z Li, M Meng, Y Li - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Dynamic monitoring of oil-water separation occupies an important position in the petroleum
industry. This study introduces a sensor detection system based on a serpentine microstrip …