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 …

A deep learning approach for intrusion detection in Internet of Things using focal loss function

AS Dina, AB Siddique, D Manivannan - Internet of Things, 2023 - Elsevier
Abstract Internet of Things (IoT) is likely to revolutionize healthcare, energy, education,
transportation, manufacturing, military, agriculture, and other industries. However, for the …

Systematic literature review of ambient assisted living systems supported by the Internet of Things

P Caballero, G Ortiz, I Medina-Bulo - Universal Access in the Information …, 2023 - Springer
Ambient assisted living (AAL) proposes a vision of the future in which older people can
remain in their homes on their own for as long as possible, guaranteeing care and attention …

A ubiquitous wheelchair fall detection system using low-cost embedded inertial sensors and unsupervised one-class SVM

SY Sheikh, MT Jilani - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
Fall detector systems are one of the highly researched areas of Ambient Assisted Living
(AAL) applications ensuring safety and autonomous living for the elderly. Today, despite the …

Geriatric care management system powered by the IoT and computer vision techniques

A Paulauskaite-Taraseviciene, J Siaulys, K Sutiene… - Healthcare, 2023 - mdpi.com
The digitalisation of geriatric care refers to the use of emerging technologies to manage and
provide person-centered care to the elderly by collecting patients' data electronically and …

Multi-mode electric wheelchair with health monitoring and posture detection using machine learning techniques

J Arshad, MA Ashraf, HM Asim, N Rasool, MH Jaffery… - Electronics, 2023 - mdpi.com
Patients with cognitive difficulties and impairments must be given innovative wheelchair
systems to ease navigation and safety in today's technologically evolving environment. This …

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 …

Secure Your Steps: A Class-Based Ensemble Framework for Real-Time Fall Detection Using Deep Neural Networks

MM Kabir, J Shin, MF Mridha - IEEE Access, 2023 - ieeexplore.ieee.org
Falls represent a significant public health concern, particularly concerning vulnerable
populations such as older adults. Accurate detection and classification of falls are critical for …

Age-related decline in cervical proprioception and its correlation with functional mobility and limits of stability assessed using computerized posturography: a cross …

RS Reddy, BA Alkhamis, JA Kirmani, S Uddin… - Healthcare, 2023 - mdpi.com
Cervical proprioception and its implications on postural stability are crucial in older adults.
Understanding their relationship is important in understanding and preventing falls in older …

Modeling of Nonlinear Dynamic Processes of Human Movement in Virtual Reality Based on Digital Shadows

A Obukhov, D Dedov, A Volkov, D Teselkin - Computation, 2023 - mdpi.com
In virtual reality (VR) systems, a problem is the accurate reproduction of the user's body in a
virtual environment using inverse kinematics because existing motion capture systems have …