Disorder-Free Localization.
Sign Up to like & getrecommendations! Published in 2017 at "Physical review letters"
DOI: 10.1103/physrevlett.118.266601
Abstract: The venerable phenomena of Anderson localization, along with the much more recent many-body localization, both depend crucially on the presence of disorder. The latter enters either in the form of quenched disorder in the parameters… read more here.
Keywords: free localization; localization; disorder free; disorder ... See more keywords
Machine Learning Techniques for Device-Free Localization Using Low-Resolution Thermopiles
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3161646
Abstract: Indoor device-free localization (DFL) has many uses, including aged care, location-based services, ambient-assisted living, and fire safety management. In recent publications, thermopile sensors (very low-resolution infrared cameras) have been shown as being able to localize… read more here.
Keywords: free localization; localization; low resolution; machine learning ... See more keywords
Device-Free Localization via Dictionary Learning With Difference of Convex Programming
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2017.2730226
Abstract: In this paper, we consider a method to solve the device-free localization (DFL) problem that is able to detect spatial obstruction via wireless network. A dictionary learning approach with difference of convex (DC) programming and… read more here.
Keywords: difference convex; device free; dictionary learning; convex ... See more keywords
Improved Distance Metrics for Histogram-Based Device-Free Localization
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2019.2922772
Abstract: Device-free localization (DFL) systems that rely on the wireless received signal strength indicator (RSSI) metric have been reported in literature for almost a decade. Histogram distance-based DFL (HD-DFL) techniques that operate by constructing RSSI histograms… read more here.
Keywords: device free; free localization; distance; dfl ... See more keywords
CSI Fingerprinting for Device-Free Localization: Phase Calibration and SSIM-Based Augmentation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2022.3159104
Abstract: Fingerprint-based methods have become the mainstream for Device-Free Localization (DFL), and their performances depend heavily on the labeled dataset. In this letter, a novel Channel State Information (CSI) fingerprinting scheme is proposed for fully-exploiting the… read more here.
Keywords: phase calibration; free localization; csi fingerprinting; ssim based ... See more keywords
Device-Free Localization of Multiple Targets in Cluttered Environments
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Aerospace and Electronic Systems"
DOI: 10.1109/taes.2021.3128964
Abstract: Device-free localization (DFL) enables several new applications in various sectors including smart cities, intelligent transportation, and public safety. DFL relies on a network of sensor radars that transmit, receive, and process reflected signals propagating in… read more here.
Keywords: free localization; dfl; cluttered environments; multiple targets ... See more keywords
HRI: Hierarchic Radio Imaging-Based Device-Free Localization
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2020.2997018
Abstract: Device-free localization (DFL) is a technology which helps locate the target without the need of equipping the target with a radio device. It uses the target-induced change in the received signal strength (RSS) of the… read more here.
Keywords: free localization; localization; device free; radio ... See more keywords