[HTML][HTML] Latest research trends in fall detection and prevention using machine learning: A systematic review

S Usmani, A Saboor, M Haris, MA Khan, H Park - Sensors, 2021 - mdpi.com
Falls are unusual actions that cause a significant health risk among older people. The
growing percentage of people of old age requires urgent development of fall detection and …

Machine learning assists IoT localization: a review of current challenges and future trends

R Shahbazian, G Macrina, E Scalzo, F Guerriero - Sensors, 2023 - mdpi.com
The widespread use of the internet and the exponential growth in small hardware diversity
enable the development of Internet of things (IoT)-based localization systems. We review …

[HTML][HTML] Towards a low-cost solution for gait analysis using millimeter wave sensor and machine learning

MA Alanazi, AK Alhazmi, O Alsattam, K Gnau, M Brown… - Sensors, 2022 - mdpi.com
Human Activity Recognition (HAR) that includes gait analysis may be useful for various
rehabilitation and telemonitoring applications. Current gait analysis methods, such as …

[HTML][HTML] Wi-Fi fingerprint-based indoor localization method via standard particle swarm optimization

J Zheng, K Li, X Zhang - Sensors, 2022 - mdpi.com
With the continuous development and improvement in Internet-of-Things (IoT) technology,
indoor localization has received considerable attention. Particularly, owing to its unique …

Investigating the performance of wearable motion sensors on recognizing falls and daily activities via machine learning

E Kavuncuoğlu, E Uzunhisarcıklı, B Barshan… - Digital Signal …, 2022 - Elsevier
With sensor-based wearable technologies, high precision monitoring and recognition of
human physical activities in real time is becoming more critical to support the daily living …

Optimized range-free localization scheme using autonomous groups particles swarm optimization for anisotropic wireless sensor networks

F Han, IIM Abdelaziz, KH Ghazali, Y Zhao, N Li - IEEE Access, 2023 - ieeexplore.ieee.org
Location information is a required concern for localization-based service application in the
field of wireless sensor networks (WSNs). Distance Vector-Hop (DV-Hop) algorithm as the …

An Accurate Anchor-Free Contextual Received Signal Strength Approach Localization in a Wireless Sensor Network

N Zaarour, N Hakem, N Kandil - Sensors, 2024 - mdpi.com
Sensor localization remains a crucial function within the context of wireless sensor networks
(WSNs) and is a delicate concern that has attracted many researchers' attention …

Global positioning system measurements: comparison of IoT wearable devices

G Iadarola, D Disha, A De Santis… - 2022 IEEE 9th …, 2022 - ieeexplore.ieee.org
Global Positioning System (GPS) receivers can be commonly found onboard Internet of
Things devices, including wearables such as smartwatches and smart wristbands, thanks to …

Evolution of target localization in wireless sensor network (WSN): A review

MA Khan, MA Khan, M Driss, W Boulila… - 2021 International …, 2021 - ieeexplore.ieee.org
Wireless Sensor Network holds a pivotal position and gained a lot of attention from
researchers in recent years. Sensor nodes have been used in vast applications such as …

Novel stacking classification and prediction algorithm based ambient assisted living for elderly

J Padikkapparambil, C Ncube, F Khan… - Wireless …, 2022 - Wiley Online Library
Recognition of human activity is a significant area of research with numerous uses. In
developed countries, the rising age of citizens requires the improvement of the medical …