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 radio frequency based precise localisation technology for UAV in GPS-denied environment

B Yang, E Yang - Journal of Intelligent & Robotic Systems, 2021 - Springer
Owing to the specific characteristics of Unmanned Aerial Vehicles (UAVs), the demands and
applications increase dramatically for them being deployed in confined or closed space for …

Integrated statistical test of signal distributions and access point contributions for Wi-Fi indoor localization

M Zhou, Y Li, MJ Tahir, X Geng… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the broad deployment of Wi-Fi networks, the Received Signal Strength (RSS) based Wi-
Fi indoor localization has attained much interest of both academia and industry. At present …

A survey of localization systems in internet of things

F Khelifi, A Bradai, A Benslimane, P Rawat… - Mobile Networks and …, 2019 - Springer
With the rapid development in wireless technologies and the Internet, the Internet of Things
(IoT) is envisioned to be an integral part of our daily lives. Localization-based services are …

Augmentation of fingerprints for indoor WiFi localization based on Gaussian process regression

W Sun, M Xue, H Yu, H Tang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
WiFi-Fingerprint is extensively utilized for indoor localization with the advent of the high-
density wireless networks deployment and research on ubiquitous intelligence …

Machine learning for time-of-arrival estimation with 5G signals in indoor positioning

Z Liu, L Chen, X Zhou, Z Jiao, G Guo… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Location-based service in the indoor environment is playing a crucial role in different
application scenarios. The introduction of technologies, such as ultradense network and …

Automatic radio map adaptation for indoor localization using smartphones

C Wu, Z Yang, C Xiao - IEEE Transactions on Mobile …, 2017 - ieeexplore.ieee.org
The proliferation of mobile computing has prompted WiFi-based indoor localization to be
one of the most attractive and promising techniques for ubiquitous applications. A primary …

Classification of indoor environments for IoT applications: A machine learning approach

MI AlHajri, NT Ali, RM Shubair - IEEE Antennas and Wireless …, 2018 - ieeexplore.ieee.org
Evolving Internet-of-Things (IoT) applications often require the use of sensor-based indoor
tracking and positioning, for which the performance is significantly improved by classifying …

3-D BLE indoor localization based on denoising autoencoder

C Xiao, D Yang, Z Chen, G Tan - IEEE Access, 2017 - ieeexplore.ieee.org
Bluetooth low energy (BLE)-based indoor localization has attracted increasing interests for
its low-cost, low-power consumption, and ubiquitous availability in mobile devices. In this …

Indoor and outdoor seamless positioning method using UWB enhanced multi-sensor tightly-coupled integration

W Jiang, Z Cao, B Cai, B Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
As one of the main methods in positioning and navigation, the Global Navigation Satellite
System (GNSS) is widely applied in many areas, such as road engineering, automobile …