Enabling ubiquitous wifi sensing with beamforming reports

C Wu, X Huang, J Huang, G Xing - Proceedings of the ACM SIGCOMM …, 2023 - dl.acm.org
Wi-Fi sensing systems leverage wireless signals from widely deployed Wi-Fi devices to
realize sensing for a broad range of applications. However, current Wi-Fi sensing systems …

BeamSense: Rethinking wireless sensing with MU-MIMO Wi-Fi beamforming feedback

KF Haque, M Zhang, F Meneghello, F Restuccia - Computer Networks, 2025 - Elsevier
In this paper, we propose BeamSense, a completely novel approach to implement standard-
compliant Wi-Fi sensing applications. Existing work leverages the manual extraction of the …

Wi-BFI: Extracting the IEEE 802.11 Beamforming Feedback Information from Commercial Wi-Fi Devices

KF Haque, F Meneghello, F Restuccia - … of the 17th ACM Workshop on …, 2023 - dl.acm.org
Recently, researchers have shown that the beamforming feedback angles (BFAs) used for
Wi-Fi multiple-input multiple-output (MIMO) operations can be effectively leveraged as a …

Beamforming feedback-based model-driven angle of departure estimation toward legacy support in WiFi sensing: An experimental study

S Itahara, S Kondo, K Yamashita, T Nishio… - IEEE …, 2022 - ieeexplore.ieee.org
In this study, we experimentally validated the possibility of estimating the angle of departure
(AoD) using multiple signal classification (MUSIC) with only WiFi control frames for …

On the Design and Performance of QRD-Based Beamforming Feedback for Wi-Fi Sensing

Y Jiang, Y Gong, Y Zeng, Y Lv, TX Han… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Recently, channel state information (CSI) extracted from Wi-Fi signals has enabled a variety
of Wi-Fi sensing applications beyond communications. However, the extraction of CSI relies …

Beamforming Feedback-based Line-of-Sight Identification Toward Firmware-Agnostic WiFi Sensing

H Shimomura, K Yamamoto, T Nishio… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
This study realizes firmware-agnostic line-of-sight (LOS) identification to extend the range of
WiFi-sensing applications. We developed a beamforming feedback (BFF)-based LOS …

Sensing SNR-Based Feature Selection of Beamforming Feedback Toward Firmware-Agnostic WiFi Sensing

H Shimomura, S Kondo, K Yamamoto… - IEEE Wireless …, 2024 - ieeexplore.ieee.org
In this letter, we analyzed the beamforming feedback (BFF) as a WiFi sensing feature. The
BFF is used for eigenmode transmission and is calculated from the channel state information …

BFA-Sense: Learning Beamforming Feedback Angles for Wi-Fi Sensing

KF Haque, F Meneghello… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
In this paper, we propose BFA-Sense, a completely novel approach to implement standard-
compliant Wi-Fi sensing applications. Wi-Fi sensing enables game-changing applications in …