A survey on detection, tracking and identification in radio frequency-based device-free localization

S Denis, R Berkvens, M Weyn - Sensors, 2019 - mdpi.com
The requirement of active localization techniques to attach a hardware device to the targets
that need to be located can be difficult or even impossible for certain applications. For this …

Recent advances in RF-based passive device-free localisation for indoor applications

S Palipana, B Pietropaoli, D Pesch - Ad Hoc Networks, 2017 - Elsevier
Radio frequency (RF) based indoor localisation techniques have gained much attention
over the past nearly three decades. Such techniques can be classified as active and passive …

Deep learning-based device-free localization in wireless sensor networks

OA Abdullah, H Al-Hraishawi… - 2023 IEEE Wireless …, 2023 - ieeexplore.ieee.org
Location-based services are witnessing a rise in popularity owing to their key features of
delivering personalized digital experience. The recent developments in wireless sensing …

A review of radio frequency based localisation for aerial and ground robots with 5g future perspectives

M Kabiri, C Cimarelli, H Bavle, JL Sanchez-Lopez… - Sensors, 2022 - mdpi.com
Efficient localisation plays a vital role in many modern applications of Unmanned Ground
Vehicles (UGV) and Unmanned Aerial Vehicles (UAVs), which contributes to improved …

An accurate and robust approach of device-free localization with convolutional autoencoder

L Zhao, H Huang, X Li, S Ding… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
Device-free localization (DFL), as an emerging technology that locates targets without any
attached devices via wireless sensor networks, has spawned extensive applications in the …

Device-free localization systems utilizing wireless RSSI: A comparative practical investigation

D Konings, F Alam, F Noble, EMK Lai - IEEE sensors Journal, 2018 - ieeexplore.ieee.org
Device-free localization (DFL) systems that rely on the wireless received signal strength
indicator (RSSI) metric to localize targets with no device attached to them have been …

MA-RTI: Design and evaluation of a real-world multipath-assisted device-free localization system

M Cimdins, SO Schmidt, F John, M Constapel… - Sensors, 2023 - mdpi.com
Device-free localization (DFL) systems exploit changes in the radio frequency channel by
measuring, for example, the channel impulse response (CIR), to detect and localize …

Device-free localization via dictionary learning with difference of convex programming

X Li, S Ding, Z Li, B Tan - IEEE sensors journal, 2017 - ieeexplore.ieee.org
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 …

An accurate approach of device-free localization with attention empowered residual network

L Zhao, H Huang, W Wang, Z Zheng - Applied Soft Computing, 2023 - Elsevier
Device-free localization (DFL) has been recognized as an emerging technology in the
Internet of Things (IoT) field. Based on soft computing techniques, eg, cloud systems, neural …

D-watch: Embracing" bad" multipaths for device-free localization with COTS RFID devices

J Wang, J Xiong, H Jiang, X Chen, D Fang - Proceedings of the 12th …, 2016 - dl.acm.org
Device-free localization, which does not require any device attached to the target is playing
a critical role in many applications such as intrusion detection, elderly monitoring, etc. This …