Device-free occupant activity recognition in smart offices using intrinsic Wi-Fi components

Q Zhou, J Xing, Q Yang - Building and Environment, 2020 - Elsevier
Occupant activity recognition (OAR) is essential for building management systems (BMS) to
provide occupants with intelligent and comfort environments. Conventional sensing …

WINK: Wireless Inference of Numerical Keystrokes via Zero-Training Spatiotemporal Analysis

E Yang, Q He, S Fang - Proceedings of the 2022 ACM SIGSAC …, 2022 - dl.acm.org
Sensitive numbers play an unparalleled role in identification and authentication. Recent
research has revealed plenty of side-channel attacks to infer keystrokes, which require …

Integrated multiple kernel learning for device-free localization in cluttered environments using spatiotemporal information

J Zhang, Y Li, W Xiao - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
Ubiquitous WiFi signals not only provide fundamental communications for a large number of
Internet of Things devices, but also enable to estimate target's location in a contactless …

Initial attempt on outdoor human detection using IEEE 802.11 ac WLAN signal

M Miyazaki, S Ishida, A Fukuda… - 2019 IEEE Sensors …, 2019 - ieeexplore.ieee.org
In recent years, the functionality of wireless communications has not only been limited to
communication between users, but has also been extended to sensing applications. In fact …

A Real-Time Cross-Domain Wi-Fi-based Gesture Recognition System For Digital Twins

J Su, Q Mao, Z Liao, Z Sheng… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
The rapid development of Internet of Things has led more realization of digital twins (DT),
such as healthcare, smart homes, virtual reality, etc., gesture recognition is a fundamental …

Wireless IoT motion-recognition rings and a paper keyboard

Y Zhao, C Lian, X Zhang, X Sha, G Shi, WJ Li - IEEE Access, 2019 - ieeexplore.ieee.org
In this paper, we present a new scheme for implementing virtual keyboards, which uses only
two to four motion-recognition rings per hand and a two-dimensional keyboard template (eg …

Towards anti-interference human activity recognition based on WiFi subcarrier correlation selection

J Huang, B Liu, C Chen, H Jin, Z Liu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
As an essential technology in the field of the Internet of Things, Human activity recognition
(HAR) is a well-researched topic. Recently, some state-of-the-art WiFi-based HAR systems …

R-DEHM: CSI-based robust duration estimation of human motion with WiFi

J Zhao, L Liu, Z Wei, C Zhang, W Wang, Y Fan - Sensors, 2019 - mdpi.com
As wireless sensing has developed, wireless behavior recognition has become a promising
research area, in which human motion duration is one of the basic and significant …

mmRH: Noncontact vital sign detection with an FMCW mm-wave radar

L Liu, J Zhang, Y Qu, S Zhang, W Xiao - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Vital signs, such as respiration rate (RR) and heart rate (HR), are essential for human health
status assessment. The radar could detect RR and HR in a noncontact manner by sensing …

Secure user authentication leveraging keystroke dynamics via wi-fi sensing

Y Gu, Y Wang, M Wang, Z Pan, Z Hu… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
User authentication plays a critical role in access control of a man-machine system, where
the knowledge factor, such as a personal identification number, constitutes the most widely …