Human Walking Direction Detection Using Wireless Signals, Machine and Deep Learning Algorithms

HAH Ali, S Seytnazarov - Sensors, 2023 - mdpi.com
The use of wireless signals for device-free activity recognition and precise indoor positioning
has gained significant popularity recently. By taking advantage of the characteristics of the …

A proposal for fall-risk detection of hospitalized patients from wireless channel state information using Internet of Things devices

AOS das Chagas, L Lovisolo, MP Tcheou… - … Applications of Artificial …, 2024 - Elsevier
Falls of hospitalized patients are a breach of safety and contribute to increasing
hospitalization time and worsening recovery conditions, besides impacting other costs. This …

A device-free Wi-Fi sensing method for pedestrian monitoring using channel state information

Z Pu, Q Zhang, Y Zhuang, Y Lv… - … on Transportation and …, 2020 - ascelibrary.org
Pedestrian detection accuracy strongly impacts the effectiveness and reliability of intelligent
pedestrian-related control systems. Traditional sensing technologies usually sense …

[图书][B] Developing Wireless Sensing Methods and Technologies for Enhanced Transit Rider and Non-Motorized Traffic Data

Z Pu - 2020 - search.proquest.com
Real-time traffic data is essential for the advancement of emerging data-driven
transportation technologies, eg deep learning-based traffic modeling approaches …

Leveraging Channel State Information From Cots WiFi Router to Detect Water Flow Pattern

A Kumar - 2019 - search.proquest.com
Wi-Fi based activity recognition serves a multitude of applications in fields such as smart
homes, health care, and security. The property of the channel state information to provide …