Wi-Fi fingerprint-based indoor positioning: Recent advances and comparisons

S He, SHG Chan - IEEE Communications Surveys & Tutorials, 2015 - ieeexplore.ieee.org
The growing commercial interest in indoor location-based services (ILBS) has spurred
recent development of many indoor positioning techniques. Due to the absence of Global …

Recent advances in indoor localization: A survey on theoretical approaches and applications

A Yassin, Y Nasser, M Awad, A Al-Dubai… - … Surveys & Tutorials, 2016 - ieeexplore.ieee.org
The availability of location information has become a key factor in today's communications
systems allowing location based services. In outdoor scenarios, the mobile terminal position …

Spotfi: Decimeter level localization using wifi

M Kotaru, K Joshi, D Bharadia, S Katti - … of the 2015 ACM conference on …, 2015 - dl.acm.org
This paper presents the design and implementation of SpotFi, an accurate indoor
localization system that can be deployed on commodity WiFi infrastructure. SpotFi only uses …

CSI-based fingerprinting for indoor localization: A deep learning approach

X Wang, L Gao, S Mao, S Pandey - IEEE transactions on …, 2016 - ieeexplore.ieee.org
With the fast-growing demand of location-based services in indoor environments, indoor
positioning based on fingerprinting has attracted significant interest due to its high accuracy …

From RSSI to CSI: Indoor localization via channel response

Z Yang, Z Zhou, Y Liu - ACM Computing Surveys (CSUR), 2013 - dl.acm.org
The spatial features of emitted wireless signals are the basis of location distinction and
determination for wireless indoor localization. Available in mainstream wireless signal …

A survey of machine learning for indoor positioning

A Nessa, B Adhikari, F Hussain, XN Fernando - IEEE access, 2020 - ieeexplore.ieee.org
Widespread proliferation of wireless coverage has enabled culmination of number of
advanced location-based services (LBS). Continuous tracking of accurate physical location …

Machine learning based indoor localization using Wi-Fi RSSI fingerprints: An overview

N Singh, S Choe, R Punmiya - IEEE access, 2021 - ieeexplore.ieee.org
In the era of the Internet of Things (IoT) and Industry 4.0, the indoor usage of smart devices is
expected to increase, thereby making their location information more important. Based on …

Luxapose: Indoor positioning with mobile phones and visible light

YS Kuo, P Pannuto, KJ Hsiao, P Dutta - Proceedings of the 20th annual …, 2014 - dl.acm.org
We explore the indoor positioning problem with unmodified smartphones and slightly-
modified commercial LED luminaires. The luminaires-modified to allow rapid, on-off keying …

A survey on wireless indoor localization from the device perspective

J **ao, Z Zhou, Y Yi, LM Ni - ACM Computing Surveys (CSUR), 2016 - dl.acm.org
With the marvelous development of wireless techniques and ubiquitous deployment of
wireless systems indoors, myriad indoor location-based services (ILBSs) have permeated …

Recent advances in wireless indoor localization techniques and system

Z Farid, R Nordin, M Ismail - Journal of Computer Networks and …, 2013 - Wiley Online Library
The advances in localization based technologies and the increasing importance of
ubiquitous computing and context‐dependent information have led to a growing business …