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 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 …

Real-time locating system in production management

A Rácz-Szabó, T Ruppert, L Bántay, A Löcklin, L Jakab… - Sensors, 2020 - mdpi.com
Real-time monitoring and optimization of production and logistics processes significantly
improve the efficiency of production systems. Advanced production management solutions …

Comparison of random forest and extreme gradient boosting fingerprints to enhance an indoor wifi localization system

M Niang, M Ndong, I Dioum, I Diop… - 2021 International …, 2021 - ieeexplore.ieee.org
Machine Learning framework adds a new dimension to the localization estimation problem.
It tries to find the most likely position using processed features in a radio map. This paper …

A survey of indoor positioning systems based on a six-layer model

Y Sartayeva, HCB Chan, YH Ho, PHJ Chong - Computer Networks, 2023 - Elsevier
Indoor positioning has attracted considerable interest in both the industry and academic
communities because of its wide range of applications, such as asset tracking, healthcare …

Dempster-Shafer Theory-based Indoor Region Prediction with Single Wi-Fi Access Point for Static Object Localization

R Kumar, VK Chaurasiya - … for a Sustainable World (ITU K), 2024 - ieeexplore.ieee.org
Indoor localisation has gained significant attention in recent years due to its applications in
various domains, including robotics, asset tracking, and location-based services. Traditional …

Bayes' Theorem in Machine Learning: A Literature Review

B Qu - Theoretical and Natural Science, 2025 - ewadirect.com
In the era of big data and artificial intelligence, machine learning has become a crucial tool
for extracting insights and making predictions across various domains. Bayes' theorem, a …

Mean-offset classifier based on Wi-Fi indoor positioning system

PR Ramakrishnan, HC Myburgh - 2019 - repository.up.ac.za
A mean-offset classification technique was identified. It was found that the meanoffset
classifier provides stability under dynamic indoor conditions and provides consistent results …