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

S He, SHG Chan - IEEE Communications Surveys & Tutorials, 2015 - ieeexplore.ieee.org
… years significant advances in Wi-Fi localization techniques [18], [… our trials and experience
in deploying indoor positioning. … efficiency for Wi-Fi fingerprint-based indoor localization. In the …

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
positioning. This paper focuses on the fingerprint positioning technology based on Wi-Fi, as
… We introduced the studies on Wi-Fi fingerprint indoor positioning technology in recent years …

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

N Singh, S Choe, R Punmiya - IEEE access, 2021 - ieeexplore.ieee.org
indoor localization using RSSI-based Wi-Fi fingerprints and present corresponding potential
solutions. It can help readers direct their research toward solving such important localization

Indoor localization with WiFi fingerprinting using convolutional neural network

JW Jang, SN Hong - 2018 Tenth International Conference on …, 2018 - ieeexplore.ieee.org
WIFI FINGERPRINTING In this section, we present a WiFi fingerprinting using a CNN for
indoor … The proposed CNN classifier identifies the location of a user (eg, building ID and floor …

Energy-efficient indoor localization WiFi-fingerprint system: An experimental study

JLS González, LMS Morillo, JA Álvarez-García… - IEEE …, 2019 - ieeexplore.ieee.org
indoor localization proposed in this study is framed in the context of a security project,1 in
which the main objective is to reduce the impact of a possible threat insideindoor localization, …

WicLoc: An indoor localization system based on WiFi fingerprints and crowdsourcing

J Niu, B Wang, L Cheng… - 2015 IEEE international …, 2015 - ieeexplore.ieee.org
… In this paper, we develop an indoor localization system called WicLoc, which is … WiFi
fingerprinting and crowdsourcing. We design a fingerprint model to form fingerprints of each location

Indoor localization system based on hybrid Wi-Fi/BLE and hierarchical topological fingerprinting approach

RC Luo, TJ Hsiao - IEEE Transactions on Vehicular Technology, 2019 - ieeexplore.ieee.org
localization accuracy. In this paper, we make contributions on proposing a hybrid Wi-Fi and
Bluetooth Low Energy (BLE) indoor localization … hierarchical topological fingerprinting (HTF). …

Secure and robust Wi-Fi fingerprinting indoor localization

W Meng, W Xiao, W Ni, L Xie - … on Indoor Positioning and Indoor …, 2011 - ieeexplore.ieee.org
… solutions to perform real-time indoor positioning in Wi-Fi networks. Localization is an important
topic in wireless networks. However, indoor positioning is challenging because of the non…

Robust cooperative Wi-Fi fingerprint-based indoor localization

L Chen, K Yang, X Wang - IEEE Internet of Things Journal, 2016 - ieeexplore.ieee.org
… RSS-fingerprint-based localization methods usually consist of … location, ie, a fingerprint, and
the establishment of fingerprint … The second stage comprises the online localization process …

Wi-fi fingerprint-based indoor localization method via standard particle swarm optimization

J Zheng, K Li, X Zhang - Sensors, 2022 - mdpi.com
… However, achieving high-accuracy localization remains a challenge. This study proposes …
algorithm to Wi-Fi fingerprint-based indoor localization, wherein a new two-panel fingerprint