A review of smartphones‐based indoor positioning: Challenges and applications

KA Nguyen, Z Luo, G Li… - IET Cyber‐Systems and …, 2021 - Wiley Online Library
The continual proliferation of mobile devices has encouraged much effort in using the
smartphones for indoor positioning. This article is dedicated to review the most recent and …

Bluetooth indoor positioning based on RSSI and Kalman filter

C Zhou, J Yuan, H Liu, J Qiu - Wireless Personal Communications, 2017 - Springer
In recent years, indoor positioning is becoming more and more important. Satellites can
position only in the outdoor environment, which is unable to achieve precise positioning in …

Wifi bluetooth based combined positioning algorithm

I Galvan-Tejada, EI Sandoval, R Brena - Procedia Engineering, 2012 - Elsevier
Nowadays positioning have become very important for many services (Localization based
services) and positioning have become more accurate, despite, there are some territories …

Indoor positioning on disparate commercial smartphones using Wi-Fi access points coverage area

I Ashraf, S Hur, Y Park - Sensors, 2019 - mdpi.com
The applications of location-based services require precise location information of a user
both indoors and outdoors. Global positioning system's reduced accuracy for indoor …

Indoor localization system using deep learning based scene recognition

BA Labinghisa, DM Lee - Multimedia Tools and Applications, 2022 - Springer
One of the major problems of indoor positioning using Wi-Fi is the unstable wireless signal
in a large area inside the building. In some buildings, signal path loss occurs due to the …

Bluetooth-WiFi based combined positioning algorithm, implementation and experimental evaluation

CE Galván-Tejada, JC Carrasco-Jiménez… - Procedia Technology, 2013 - Elsevier
Positioning an individual with high accuracy is important since many location-based
services rely on the position of the user to provide them with ubiquitous services. Despite the …

Positioning by multicell fingerprinting in urban NB-IoT networks

L De Nardis, G Caso, Ö Alay, M Neri, A Brunstrom… - Sensors, 2023 - mdpi.com
Narrowband Internet of Things (NB-IoT) has quickly become a leading technology in the
deployment of IoT systems and services, owing to its appealing features in terms of …

A deep learning based scene recognition algorithm for indoor localization

B Labinghisa, DM Lee - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
In this paper, we make use of deep convolutional neural networks to fine tune ImageNet, as
an object detection dataset to train a scene dataset that can recognize indoor environments …

Performance comparison of similarity measurements for database correlation localization method

J Machaj, P Brida - Intelligent Information and Database Systems: Third …, 2011 - Springer
User positioning is a very important feature in user adaptive system. The user position can
be estimated by various positioning methods. This paper investigates an impact of similarity …

Learning the localization function: Machine learning approach to fingerprinting localization

L **ao, A Behboodi, R Mathar - arxiv preprint arxiv:1803.08153, 2018 - arxiv.org
Considered as a data-driven approach, Fingerprinting Localization Solutions (FPSs) enjoy
huge popularity due to their good performance and minimal environment information …