DFPhaseFL: a robust device-free passive fingerprinting wireless localization system using CSI phase information

X Rao, Z Li, Y Yang, S Wang - Neural Computing and Applications, 2020 - Springer
Device-free passive wireless indoor localization is attracting great interest in recent years
due to the widespread deployment of Wi-Fi devices and the numerous location-based …

Device-free passive wireless localization system with transfer deep learning method

X Rao, Z Li, Y Yang - Journal of Ambient Intelligence and Humanized …, 2020 - Springer
Recently, device-free passive wireless indoor localization (DFPWL) has attracted great
interest due to the widespread deployment of Wi-Fi devices and the rapid growth in demand …

Toward long-term effective and robust device-free indoor localization via channel state information

Z Li, X Rao - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
With the rapid development of location-based IoT applications in recent years, indoor device-
free passive localization based on Wi-Fi channel state information (CSI) has attracted …

CSI phase fingerprinting for indoor localization with a deep learning approach

X Wang, L Gao, S Mao - IEEE Internet of Things Journal, 2016 - ieeexplore.ieee.org
With the increasing demand of location-based services, indoor localization based on
fingerprinting has become an increasingly important technique due to its high accuracy and …

CSI fingerprinting localization with low human efforts

X Tong, Y Wan, Q Li, X Tian… - IEEE/ACM Transactions …, 2020 - ieeexplore.ieee.org
Fingerprinting indoor localization systems exploit wireless signal propagation features to
estimate the location of wireless devices, where the major challenge in practice is the all …

Exploiting distribution of channel state information for accurate wireless indoor localization

Y Xiao, S Zhang, J Cao, H Wang, J Wang - Computer Communications, 2017 - Elsevier
Wi-Fi fingerprint based wireless indoor localization has received increasing research
attention in recent years. Most existing works utilize the received signal strength (RSS) as …

Taming the inconsistency of Wi-Fi fingerprints for device-free passive indoor localization

X Chen, C Ma, M Allegue, X Liu - IEEE INFOCOM 2017-IEEE …, 2017 - ieeexplore.ieee.org
Device-free Passive (DfP) indoor localization releases the users from the burden of wearing
sensors or carrying smartphones. Instead of locating devices, DfP technology directly …

DSCP: Depthwise Separable Convolution‐Based Passive Indoor Localization Using CSI Fingerprint

C Han, W Xun, L Sun, Z Lin… - … and Mobile Computing, 2021 - Wiley Online Library
Wi‐Fi‐based indoor localization has received extensive attention in wireless sensing.
However, most Wi‐Fi‐based indoor localization systems have complex models and high …

Secure indoor localization based on extracting trusted fingerprint

J Luo, X Yin, Y Zheng, C Wang - Sensors, 2018 - mdpi.com
Indoor localization based on WiFi has attracted a lot of research effort because of the
widespread application of WiFi. Fingerprinting techniques have received much attention due …

DAFI: WiFi-based device-free indoor localization via domain adaptation

H Li, X Chen, J Wang, D Wu, X Liu - … of the ACM on Interactive, Mobile …, 2021 - dl.acm.org
WiFi-based Device-free Passive (DfP) indoor localization systems liberate their users from
carrying dedicated sensors or smartphones, and thus provide a non-intrusive and pleasant …