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 …

[HTML][HTML] 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
The widely applied location-based services require a high standard for positioning
technology. Currently, outdoor positioning has been a great success; however, indoor …

EA-CNN: A smart indoor 3D positioning scheme based on Wi-Fi fingerprinting and deep learning

A Alitaleshi, H Jazayeriy, J Kazemitabar - Engineering Applications of …, 2023 - Elsevier
Accurate indoor location information in multi-building/floor environments is essential for
establishing many indoor location-based services (LBS). Wi-Fi fingerprinting with received …

Spatial subdivision of complex indoor environments for 3D indoor navigation

AA Diakité, S Zlatanova - International Journal of Geographical …, 2018 - Taylor & Francis
As we realize that we spend most of our time in increasingly complex indoor environments,
applications to assist indoor activities (eg guidance) have gained a lot of attention in the …

Indoor positioning system based on particle swarm optimization algorithm

H Guo, H Li, J Xiong, M Yu - Measurement, 2019 - Elsevier
In recent years, wireless sensor networks localization becomes a crucial method in the
indoor positioning. Following the frontiers of technology, we studied on ZigBee wireless …

Indoor positioning based on improved weighted KNN for energy management in smart buildings

MB Afuosi, MR Zoghi - Energy and Buildings, 2020 - Elsevier
Offering special service to residents of smart buildings to achieve the energy efficiency
entails knowledge of identity information, place of residence and also the current location of …

A unified 3D space-based navigation model for seamless navigation in indoor and outdoor

J Yan, S Zlatanova, A Diakité - International Journal of Digital Earth, 2021 - Taylor & Francis
Seamless navigation has attracted lots of attention and many methods have been reported
in the literature or made available as commercial applications. The process of navigation …

Wifi based indoor localization: application and comparison of machine learning algorithms

K Sabanci, E Yigit, D Ustun, A Toktas… - … Seminar/Workshop on …, 2018 - ieeexplore.ieee.org
Because of increasing the use of smartphones, it has become easier to identify location of
any user. The most popular technique for outdoor positioning is the GPS signal which is …

[HTML][HTML] Analysis of sources of large positioning errors in deterministic fingerprinting

J Torres-Sospedra, A Moreira - Sensors, 2017 - mdpi.com
Wi-Fi fingerprinting is widely used for indoor positioning and indoor navigation due to the
ubiquity of wireless networks, high proliferation of Wi-Fi-enabled mobile devices, and its …

[HTML][HTML] Hybrid wireless fingerprint indoor localization method based on a convolutional neural network

Z Liu, B Dai, X Wan, X Li - Sensors, 2019 - mdpi.com
In the indoor location field, the quality of received-signal-strength-indicator (RSSI)
fingerprints plays a key role in the performance of indoor location services. However …