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 …

A survey on ubiquitous WiFi-based indoor localization system for smartphone users from implementation perspectives

P Roy, C Chowdhury - CCF Transactions on Pervasive Computing and …, 2022 - Springer
Indoor localization has the capability to change the way of providing location-based services
in a closed environment and has more potential than that of GPS if the present shortcomings …

A survey on indoor positioning systems for IoT-based applications

PS Farahsari, A Farahzadi… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
The Internet of Things (IoT), as a pervasive paradigm, is becoming an integral part of the
tech industry and academic research in recent years. It forms a ubiquitous heterogeneous …

A survey of machine learning techniques for indoor localization and navigation systems

P Roy, C Chowdhury - Journal of Intelligent & Robotic Systems, 2021 - Springer
In the recent past, we have witnessed the adoption of different machine learning techniques
for indoor positioning applications using WiFi, Bluetooth and other technologies. The …

Bluetooth localization technology: Principles, applications, and future trends

Y Zhuang, C Zhang, J Huai, Y Li… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
The rapid development of the Bluetooth technology offers a possible solution for indoor
localization scenarios. Compared with other indoor localization technologies, such as vision …

A survey of deep learning approaches for WiFi-based indoor positioning

X Feng, KA Nguyen, Z Luo - Journal of Information and …, 2022 - Taylor & Francis
One of the most popular approaches for indoor positioning is WiFi fingerprinting, which has
been intrinsically tackled as a traditional machine learning problem since the beginning, to …

Ccpos: Wifi fingerprint indoor positioning system based on cdae-cnn

F Qin, T Zuo, X Wang - Sensors, 2021 - mdpi.com
WiFi is widely used for indoor positioning because of its advantages such as long
transmission distance and ease of use indoors. To improve the accuracy and robustness of …

A robust and accurate indoor localization using learning-based fusion of Wi-Fi RTT and RSSI

H Rizk, A Elmogy, H Yamaguchi - Sensors, 2022 - mdpi.com
Great attention has been paid to indoor localization due to its wide range of associated
applications and services. Fingerprinting and time-based localization techniques are among …

Lightweight and standalone IoT based WiFi sensing for active repositioning and mobility

SM Hernandez, E Bulut - … Symposium on" A World of Wireless …, 2020 - ieeexplore.ieee.org
Channel state information (CSI) provides rich insight into the physical characteristics of an
environment through radio subcarrier frequencies in orthogonal frequency-division …

Localization as a key enabler of 6G wireless systems: A comprehensive survey and an outlook

SE Trevlakis, AAA Boulogeorgos… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
When fully implemented, sixth generation (6G) wireless systems will constitute intelligent
wireless networks that enable not only ubiquitous communication but also high-accuracy …