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 …

Comparison of 2.4 GHz WiFi FTM-and RSSI-based indoor positioning methods in realistic scenarios

M Bullmann, T Fetzer, F Ebner, M Ebner, F Deinzer… - Sensors, 2020 - mdpi.com
With the addition of the Fine Timing Measurement (FTM) protocol in IEEE 802.11-2016, a
promising sensor for smartphone-based indoor positioning systems was introduced. FTM …

Do we need a contact tracing app?

L Maccari, V Cagno - Computer Communications, 2021 - Elsevier
The goal of this paper is to shed some light on the usefulness of a contact tracing
smartphone app for the containment of the COVID-19 pandemic. We review the basics of …

[HTML][HTML] Toward accurate indoor positioning: An RSS-based fusion of UWB and machine-learning-enhanced WiFi

G Kia, L Ruotsalainen, J Talvitie - Sensors, 2022 - mdpi.com
A wide variety of sensors and devices are used in indoor positioning scenarios to improve
localization accuracy and overcome harsh radio propagation conditions. The availability of …

Spatial data quality in the Internet of Things: Management, exploitation, and prospects

H Li, H Lu, CS Jensen, B Tang… - ACM Computing Surveys …, 2022 - dl.acm.org
With the continued deployment of the Internet of Things (IoT), increasing volumes of devices
are being deployed that emit massive spatially referenced data. Due in part to the dynamic …

WiFi round-trip time (RTT) fingerprinting: an analysis of the properties and the performance in non-line-of-sight environments

X Feng, K Nguyen, Z Luo - Journal of Location Based Services, 2023 - Taylor & Francis
Indoor positioning systems based on WiFi round-trip time (RTT) measurement were reported
to deliver sub-metre-level accuracy using trilateration, under ideal indoor conditions …

Spatial data quality in the iot era: management and exploitation

H Li, B Tang, H Lu, MA Cheema… - Proceedings of the 2022 …, 2022 - dl.acm.org
Within the rapidly expanding Internet of Things (IoT), growing amounts of spatially
referenced data are being generated. Due to the dynamic, decentralized, and …

Relax and recover: Guaranteed range-only continuous localization

M Pacholska, F Dümbgen… - IEEE Robotics and …, 2020 - ieeexplore.ieee.org
Range-only localization has applications as diverse as underwater navigation, drone
tracking and indoor localization. While the theoretical foundations of lateration-range-only …

An analysis of the properties and the performance of wifi rtt for indoor positioning in non-line-of-sight environments

X Feng, KA Nguyen, Z Luo - 17th International Conference …, 2022 - research.brighton.ac.uk
Indoor positioning system based on WiFi Round-Trip Time (RTT) measurement is believed
to deliver sub-metre level accuracy with trilateration, under ideal indoor conditions …

Improving FTM Ranging Accuracy Based On DNN for UAV Localization

B Lu, M Wang, W Wen, Y Zhang - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Recently, for indoor personal drones, there have been a number of challenges in localizing
users, such as how to accurately identify their location and identification. This article …