Contactless WiFi sensing and monitoring for future healthcare-emerging trends, challenges, and opportunities

Y Ge, A Taha, SA Shah, K Dashtipour… - IEEE Reviews in …, 2022 - ieeexplore.ieee.org
WiFi sensing has received recent and significant interest from academia, industry,
healthcare professionals, and other caregivers (including family members) as a potential …

CSI-based human sensing using model-based approaches: a survey

Z Wang, Z Huang, C Zhang, W Dou… - Journal of …, 2021 - academic.oup.com
Currently, human sensing draws much attention in the field of ubiquitous computing, and
human sensing based on WiFi CSI (channel state information) becomes a hot research topic …

Wi-Sense: A passive human activity recognition system using Wi-Fi and convolutional neural network and its integration in health information systems

M Muaaz, A Chelli, MW Gerdes, M Pätzold - Annals of …, 2022 - Springer
A human activity recognition (HAR) system acts as the backbone of many human-centric
applications, such as active assisted living and in-home monitoring for elderly and physically …

A survey on vital signs monitoring based on Wi-Fi CSI data

JCH Soto, I Galdino, E Caballero, V Ferreira… - Computer …, 2022 - Elsevier
The COVID-19 pandemic further highlighted the need to use low-cost remote monitoring
procedures for medical patients. Since the results reported in the literature have shown that …

Deep learning-based fall detection using WiFi channel state information

Y Chu, K Cumanan, SK Sankarpandi, S Smith… - IEEE …, 2023 - ieeexplore.ieee.org
Falls have always been one of the major threats to the health and well-being of elderly
people, particularly for those living alone. Both wearable and non-wearable fall detection …

WiFi-based cross-domain gesture recognition via modified prototypical networks

X Zhang, C Tang, K Yin, Q Ni - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Numerous deep learning studies have achieved remarkable advances in WiFi-based
human gesture recognition (HGR) using channel state information (CSI). However, since the …

Internet of things

GM Lee, N Crespi, JK Choi, M Boussard - Evolution of Telecommunication …, 2013 - Springer
This chapter addresses the Internet of Things (IoT); from the concept and fundamental
characteristics to the advantages of machine-to-machine communications, as well as the key …

Multi-user human activity recognition through adaptive location-independent wifi signal characteristics

F Abuhoureyah, SK Swee, WY Chiew - IEEE Access, 2024 - ieeexplore.ieee.org
In recent years, the remarkable advancement of WiFi sensing technologies has opened new
frontiers in human activity recognition, enabling innovative solutions that transcend …

Wi-fi signal-based through-wall sensing for human presence and fall detection using esp32 module

S Ajit Kumar, K Akhil, SK Udgata - Intelligent Systems: Proceedings of …, 2022 - Springer
Abstract Device-free Wi-Fi sensing has gained much attention due to its simplicity, low cost,
and it requires no additional hardware. The main advantages of Wi-Fi sensing are, it is …

Mode confusion of human–machine interfaces for automated vehicles

H Eom, SH Lee - Journal of Computational Design and …, 2022 - academic.oup.com
In this study, we designed two user interfaces for automated vehicles operated in the modes
that correspond to the Society of Automotive Engineers automation levels 0–3. The first is a …