A model based decimeter-scale device-free localization system using COTS Wi-Fi devices

R Gao, H Wang, D Wu, K Niu, E Yi… - Proceedings of the 2017 …, 2017 - dl.acm.org
Proceedings of the 2017 ACM International Joint Conference on Pervasive and …, 2017dl.acm.org
Commodity Wi-Fi based device-free localization has attracted a great attention in recent
years. Previous related work is either fingerprint-based or model-based. In this demo, we will
demonstrate a generic Fresnel Penetration Model (FPM) based real-time device-free
localization system called MFDL. Using only three to four commodity Wi-Fi devices, it can
localize a metal plate reflector with 6cm median error in the open space and localize a
moving person with 45cm median error in an outdoor space of 36 m 2 and 50-75 cm median …
Commodity Wi-Fi based device-free localization has attracted a great attention in recent years. Previous related work is either fingerprint-based or model-based. In this demo, we will demonstrate a generic Fresnel Penetration Model (FPM) based real-time device-free localization system called MFDL. Using only three to four commodity Wi-Fi devices, it can localize a metal plate reflector with 6cm median error in the open space and localize a moving person with 45cm median error in an outdoor space of 36m2 and 50-75cm median error in indoor environments with a size ranging from 25m2 to 72m2, outperforming the state-of-the-art device-free localization approaches in similar settings.
ACM Digital Library
Showing the best result for this search. See all results