TY - GEN
T1 - Wireless Sensing Using Off-the-Shelf WiFi 6E Card
AU - Liang, Xuanhong
AU - Yang, Howard H.
AU - Guo, Kun
AU - Quek, Tony Q.S.
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Recent years have witnessed the evolution of WiFi technologies, accompanied by the emergence and progress of WiFi-based sensing applications. However, the advancement of the IEEE 802.11 standards has brought along new features to mainstream commodity WiFi devices that may invalidate existing state-of-the-art methods, which has become one of the main challenges for real-life adoption of WiFi sensing. Therefore, it is essential to ensure WiFi sensing keep in step with the latest WiFi standards. In this paper, we uncover the new features on commodity WiFi 6E devices dissimilar from legacy IEEE 802.11n/ac/ax devices that most existing works focus on. We conduct experiments to find the reasons and behavior patterns of the new features (i.e., the four-way phase ambiguity) and propose our solutions accordingly. We take the fine-grained respiration sensing as a demonstration, and experimental results verify the effectiveness of our approach. Our approach is not application-specific so it could also benefit other WiFi sensing applications.
AB - Recent years have witnessed the evolution of WiFi technologies, accompanied by the emergence and progress of WiFi-based sensing applications. However, the advancement of the IEEE 802.11 standards has brought along new features to mainstream commodity WiFi devices that may invalidate existing state-of-the-art methods, which has become one of the main challenges for real-life adoption of WiFi sensing. Therefore, it is essential to ensure WiFi sensing keep in step with the latest WiFi standards. In this paper, we uncover the new features on commodity WiFi 6E devices dissimilar from legacy IEEE 802.11n/ac/ax devices that most existing works focus on. We conduct experiments to find the reasons and behavior patterns of the new features (i.e., the four-way phase ambiguity) and propose our solutions accordingly. We take the fine-grained respiration sensing as a demonstration, and experimental results verify the effectiveness of our approach. Our approach is not application-specific so it could also benefit other WiFi sensing applications.
KW - Commercial off-the-shelf WiFi 6E card
KW - fine-grained WiFi sensing
KW - four-way phase ambiguity
UR - https://www.scopus.com/pages/publications/85207058913
U2 - 10.1109/Ucom62433.2024.10695922
DO - 10.1109/Ucom62433.2024.10695922
M3 - 会议稿件
AN - SCOPUS:85207058913
T3 - International Conference on Ubiquitous Communication 2024, Ucom 2024
SP - 187
EP - 191
BT - International Conference on Ubiquitous Communication 2024, Ucom 2024
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2024 International Conference on Ubiquitous Communication, Ucom 2024
Y2 - 5 July 2024 through 7 July 2024
ER -