Commodity WiFi sensing in ten years: Status, challenges, and opportunities

S Tan, Y Ren, J Yang, Y Chen - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
The prevalence of WiFi devices and ubiquitous coverage of WiFi networks provide us the
opportunity to extend WiFi capabilities beyond communication, particularly in sensing the …

Behavioral biometrics for continuous authentication in the internet-of-things era: An artificial intelligence perspective

Y Liang, S Samtani, B Guo, Z Yu - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
In the Internet-of-Things (IoT) era, user authentication is essential to ensure the security of
connected devices and the customization of passive services. However, conventional …

Machine learning for the detection and identification of Internet of Things devices: A survey

Y Liu, J Wang, J Li, S Niu… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) is becoming an indispensable part of everyday life, enabling a
variety of emerging services and applications. However, the presence of rogue IoT devices …

Evolution and impact of Wi-Fi technology and applications: A historical perspective

K Pahlavan, P Krishnamurthy - International Journal of Wireless …, 2021 - Springer
The IEEE 802.11 standard for wireless local area networking (WLAN), commercially known
as Wi-Fi, has become a necessity in our day-to-day life. Over a billion Wi-Fi access points …

Cross-domain wifi sensing with channel state information: A survey

C Chen, G Zhou, Y Lin - ACM Computing Surveys, 2023 - dl.acm.org
The past years have witnessed the rapid conceptualization and development of wireless
sensing based on Channel State Information (CSI) with commodity WiFi devices. Recent …

A survey on human behavior recognition using channel state information

Z Wang, K Jiang, Y Hou, W Dou, C Zhang… - Ieee …, 2019 - ieeexplore.ieee.org
Recently, device-free human behavior recognition has become a hot research topic and has
achieved significant progress in the field of ubiquitous computing. Among various …

Deep AI enabled ubiquitous wireless sensing: A survey

C Li, Z Cao, Y Liu - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
With the development of the Internet of Things (IoT), many kinds of wireless signals (eg, Wi-
Fi, LoRa, RFID) are filling our living and working spaces nowadays. Beyond communication …

Device free human activity and fall recognition using WiFi channel state information (CSI)

N Damodaran, E Haruni, M Kokhkharova… - CCF Transactions on …, 2020 - Springer
Human activity recognition (HAR) is a broad research area. While there exist solutions
based on sensors and vision-based technologies, these solutions suffer from considerable …

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 …

Survey on CSI-based indoor positioning systems and recent advances

W Liu, Q Cheng, Z Deng, H Chen, X Fu… - 2019 International …, 2019 - ieeexplore.ieee.org
With the popularization of mobile devices, location based services (LBS) have received
significant attention. Global Navigation Satellite System (GNSS) that widely used outdoors is …