CapLoc: Capacitive Sensing Floor for Device-Free Localization and Fall Detection

Year
2020
Type(s)
Author(s)
Faulkner, N. and Parr, B. and Alam, F. and Legg, M. and Demidenko, S.
Source
IEEE Access, 8: 187353-187364, 2020
Url(s)
http://doi.org/10.1109/ACCESS.2020.3029971
BibTeX
BibTeX

Passive indoor positioning, also known as Device-Free Localization (DFL), has applications such as occupancy sensing, human-computer interaction, fall detection, and many other location-based services in smart buildings. Vision-, infrared-, wireless-based DFL solutions have been widely explored in recent years. They are characterized by respective strengths and weaknesses in terms of the desired accuracy, feasibility in various real-world scenarios, etc. Passive positioning by tracking the footsteps on the floor has been put forward as one of the promising options. This article introduces CapLoc, a floor-based DFL solution that can localize a subject in real-time using capacitive sensing. Experimental results with three individuals walking 39 paths on the CapLoc show that it can detect and localize a single target’s footsteps accurately with a median localization error of 0.026 m. The potential for fall detection is also shown with the outlines of various poses of the subject lying upon the floor.