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 …

Indoor location based services challenges, requirements and usability of current solutions

A Basiri, ES Lohan, T Moore, A Winstanley… - Computer Science …, 2017 - Elsevier
Abstract Indoor Location Based Services (LBS), such as indoor navigation and tracking, still
have to deal with both technical and non-technical challenges. For this reason, they have …

Recurrent neural networks for accurate RSSI indoor localization

MT Hoang, B Yuen, X Dong, T Lu… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
This article proposes recurrent neural networks (RNNs) for the WiFi fingerprinting indoor
localization. Instead of locating a mobile user's position one at a time as in the cases of …

Indoor fingerprint positioning based on Wi-Fi: An overview

S Xia, Y Liu, G Yuan, M Zhu, Z Wang - ISPRS International Journal of Geo …, 2017 - mdpi.com
The widely applied location-based services require a high standard for positioning
technology. Currently, outdoor positioning has been a great success; however, indoor …

Received-signal-strength-based indoor positioning using compressive sensing

C Feng, WSA Au, S Valaee… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
The recent growing interest for indoor Location-Based Services (LBSs) has created a need
for more accurate and real-time indoor positioning solutions. The sparse nature of location …

Accuracy of iPhone locations: A comparison of assisted GPS, WiFi and cellular positioning

PA Zandbergen - Transactions in GIS, 2009 - Wiley Online Library
The 3G iPhone was the first consumer device to provide a seamless integration of three
positioning technologies: Assisted GPS (A‐GPS), WiFi positioning and cellular network …

FIFS: Fine-grained indoor fingerprinting system

J Xiao, K Wu, Y Yi, LM Ni - 2012 21st international conference …, 2012 - ieeexplore.ieee.org
WLAN-based indoor location fingerprinting has been attractive owing to the advantages of
open access and high accuracy. Most fingerprinting-based systems so far rely on the …

Advances on localization techniques for wireless sensor networks: A survey

TJS Chowdhury, C Elkin, V Devabhaktuni, DB Rawat… - Computer Networks, 2016 - Elsevier
Localization in wireless sensor networks (WSNs) is regarded as an emerging technology for
numerous cyber-physical system applications, which equips wireless sensors with the …

RSSI-based indoor localization and tracking using sigma-point Kalman smoothers

AS Paul, EA Wan - IEEE Journal of selected topics in signal …, 2009 - ieeexplore.ieee.org
Solutions for indoor tracking and localization have become more critical with recent
advancement in context and location-aware technologies. The accuracy of explicit …

Measuring building occupancy using existing network infrastructure

R Melfi, B Rosenblum, B Nordman… - 2011 International …, 2011 - ieeexplore.ieee.org
The primary focus of Green IT has been on reducing energy use of the IT infrastructure itself.
Additional significant energy savings can be achieved by using the IT infrastructure to …