Modern WLAN fingerprinting indoor positioning methods and deployment challenges

A Khalajmehrabadi, N Gatsis… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
Wireless local area networks (WLANs) have become a promising choice for indoor
positioning as the only existing and established infrastructure, to localize the mobile and …

Low-cost indoor wireless fingerprint location database construction methods: A review

W Liu, Y Zhang, Z Deng, H Zhou - IEEE Access, 2023 - ieeexplore.ieee.org
The fingerprint positioning has achieved remarkable results in indoor localization tasks, but
the method usually relies on a large amount of fingerprint data to build a fingerprint …

Distance-based interpolation and extrapolation methods for RSS-based localization with indoor wireless signals

J Talvitie, M Renfors, ES Lohan - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Wireless local area network (WLAN)-based fingerprinting using received signal strength
(RSS) has been considered to be one solution for indoor positioning. However, one widely …

Multi-phase fingerprint map based on interpolation for indoor localization using iBeacons

J Zuo, S Liu, H **a, Y Qiao - IEEE sensors journal, 2018 - ieeexplore.ieee.org
It has traditionally been laborious and problematic to construct and maintain fingerprint
maps for indoor positioning. In this paper, a multi-phase fingerprint map indoor localization …

Applying kriging interpolation for WiFi fingerprinting based indoor positioning systems

H Zhao, B Huang, B Jia - 2016 IEEE Wireless Communications …, 2016 - ieeexplore.ieee.org
Most existing indoor positioning systems (IPSs) adopt the WiFi fingerprinting technique to
localize WiFi enabled mobile devices. In this paper, we improve the WiFi fingerprinting …

Fast radio map construction by using adaptive path loss model interpolation in large-scale building

J Bi, Y Wang, Z Li, S Xu, J Zhou, M Sun, M Si - Sensors, 2019 - mdpi.com
The radio map construction is usually time-consuming and labor-sensitive in indoor
fingerprinting localization. We propose a fast construction method by using an adaptive path …

New reconstructed database for cost reduction in indoor fingerprinting localization

V Moghtadaiee, SA Ghorashi, M Ghavami - IEEE Access, 2019 - ieeexplore.ieee.org
Location fingerprinting is a technique widely suggested for challenging indoor positioning.
Despite the significant benefits of this technique, it needs a considerable amount of time and …

Towards a better indoor positioning system: A location estimation process using artificial neural networks based on a semi-interpolated database

B Sulaiman, E Natsheh, S Tarapiah - Pervasive and Mobile Computing, 2022 - Elsevier
Abstract The Wi-Fi-fingerprinting positioning method is used widely in indoor positioning
environments due to its simplicity and wide coverage. However, in the offline phase of the …

[HTML][HTML] RSSI fingerprint height based empirical model prediction for smart indoor localization

W Arigye, Q Pu, M Zhou, W Khalid, MJ Tahir - Sensors, 2022 - mdpi.com
Smart indoor living advances in the recent decade, such as home indoor localization and
positioning, has seen a significant need for low-cost localization systems based on freely …

A Kriging algorithm for location fingerprinting based on received signal strength

C Liu, A Kiring, N Salman, L Mihaylova… - 2015 Sensor Data …, 2015 - ieeexplore.ieee.org
Received signal strength (RSS) based location fingerprinting is a powerful wireless
positioning technique. It estimates the target location by consulting a preliminary database …