Real-Time Indoor Event Monitoring Using CSI Time Series
Qinyi Xu, Yi Han, Beibei Wang, Min Wu, K. J. Ray Liu
Abstract
Environmental information is recorded in the multipath propagation, and can be accessed in the form of channel state information (CSI) through commodity WiFi devices. A single CSI reading for event detection is adopted in most existing CSI based indoor monitoring system. However, due to the impact of noise, event inconsistency and environmental dynamics, this type of approaches is not very robust. In this work, we design efficient algorithms to fully exploit the information embedded in the CSI time series to combat interference introduced by CSI perturbations, and propose an indoor event monitoring system that achieves accurate real-time monitoring. The accuracy and robustness of the proposed system is evaluated through experiments, which illustrate its potential in future smart home applications.
BibTeX
@inproceedings{icassp2018_realtimeindoorev,
title = {Real-Time Indoor Event Monitoring Using CSI Time Series},
author = {Qinyi Xu and Yi Han and Beibei Wang and Min Wu and K. J. Ray Liu},
booktitle = {ICASSP 2018},
year = {2018}
}