1 code implementation • arXiv:1904.04964 Search... Help | Advanced Search 2019 • Fei Wang, Jianwei Feng, Yinliang Zhao, Xiaobin Zhang, Shiyuan Zhang, Jinsong Han
In this paper, we propose a novel deep learning framework for joint activity recognition and indoor localization task using WiFi Channel State Information~(CSI) fingerprints.
2 code implementations • 10 Apr 2019 • Fei Wang, Jianwei Feng, Yinliang Zhao, Xiaobin Zhang, Shiyuan Zhang, Jinsong Han
The key rationale behind this type of work is that people behaviors can influence the WiFi signal propagation and introduce specific patterns into WiFi signals, called WiFi fingerprints, which further can be explored to identify human activities and locations.
Human-Computer Interaction
1 code implementation • 7 Oct 2018 • Fei Wang, Jinsong Han, Shiyuan Zhang, Xu He, Dong Huang
We build CSI-Net, a unified Deep Neural Network~(DNN), to learn the representation of WiFi signals.