Gait recognition using wifi signals

W Wang, AX Liu, M Shahzad - … of the 2016 ACM international joint …, 2016 - dl.acm.org
In this paper, we propose WifiU, which uses commercial WiFi devices to capture fine-grained
gait patterns to recognize humans. The intuition is that due to the differences in gaits of …

GaitSense: Towards ubiquitous gait-based human identification with Wi-Fi

Y Zhang, Y Zheng, G Zhang, K Qian, C Qian… - ACM Transactions on …, 2021 - dl.acm.org
Gait, the walking manner of a person, has been perceived as a physical and behavioral trait
for human identification. Compared with cameras and wearable sensors, Wi-Fi-based gait …

GaitWay: Monitoring and recognizing gait speed through the walls

C Wu, F Zhang, Y Hu, KJR Liu - IEEE Transactions on Mobile …, 2020 - ieeexplore.ieee.org
Interests in monitoring and recognizing gait have surged significantly over the past decades.
Traditional approaches rely on camera array, floor sensors (eg, pressure mats), or …

Wifi-id: Human identification using wifi signal

J Zhang, B Wei, W Hu… - … Conference on Distributed …, 2016 - ieeexplore.ieee.org
Prior research has shown the potential of device-free WiFi sensing for human activity
recognition. In this paper, we show for the first time WiFi signals can also be used to …

WiWho: WiFi-based person identification in smart spaces

Y Zeng, PH Pathak, P Mohapatra - 2016 15th ACM/IEEE …, 2016 - ieeexplore.ieee.org
There has been a growing interest in equipping the objects and environment surrounding
the user with sensing capabilities. Smart indoor spaces such as smart homes and offices …

GaitFi: Robust device-free human identification via WiFi and vision multimodal learning

L Deng, J Yang, S Yuan, H Zou… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
As an important biomarker for human identification, human gait can be collected at a
distance by passive sensors without subject cooperation, which plays an essential role in …

Gate-ID: WiFi-based human identification irrespective of walking directions in smart home

J Zhang, B Wei, F Wu, L Dong, W Hu… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Research has shown the potential of device-free WiFi sensing for human identification. Each
and every human has a unique gait and prior works suggest WiFi devices are able to …

CrossSense: Towards cross-site and large-scale WiFi sensing

J Zhang, Z Tang, M Li, D Fang, P Nurmi… - Proceedings of the 24th …, 2018 - dl.acm.org
We present CrossSense, a novel system for scaling up WiFi sensing to new environments
and larger problems. To reduce the cost of sensing model training data collection …

XModal-ID: Using WiFi for through-wall person identification from candidate video footage

B Korany, CR Karanam, H Cai, Y Mostofi - The 25th Annual International …, 2019 - dl.acm.org
In this paper, we propose XModal-ID, a novel WiFi-video cross-modal gait-based person
identification system. Given the WiFi signal measured when an unknown person walks in an …

WiDIGR: Direction-independent gait recognition system using commercial Wi-Fi devices

L Zhang, C Wang, M Ma… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
Gait recognition enables many potential applications requiring identification. Wi-Fi-based
gait recognition is predominant because of its noninvasive and ubiquitous advantages …