A survey of indoor localization systems and technologies

F Zafari, A Gkelias, KK Leung - IEEE Communications Surveys …, 2019 - ieeexplore.ieee.org
Indoor localization has recently witnessed an increase in interest, due to the potential wide
range of services it can provide by leveraging Internet of Things (IoT), and ubiquitous …

A survey of recent indoor localization scenarios and methodologies

T Yang, A Cabani, H Chafouk - Sensors, 2021 - mdpi.com
Recently, various novel scenarios have been studied for indoor localization. The trilateration
is known as a classic theoretical model of geometric-based indoor localization, with uniform …

A survey of machine learning for indoor positioning

A Nessa, B Adhikari, F Hussain, XN Fernando - IEEE access, 2020 - ieeexplore.ieee.org
Widespread proliferation of wireless coverage has enabled culmination of number of
advanced location-based services (LBS). Continuous tracking of accurate physical location …

Kalman-filter-based integration of IMU and UWB for high-accuracy indoor positioning and navigation

D Feng, C Wang, C He, Y Zhuang… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
The emerging Internet of Things (IoT) applications, such as smart manufacturing and smart
home, lead to a huge demand on the provisioning of low-cost and high-accuracy positioning …

Artificial intelligence enabled radio propagation for communications—Part II: Scenario identification and channel modeling

C Huang, R He, B Ai, AF Molisch… - … on Antennas and …, 2022 - ieeexplore.ieee.org
This two-part paper investigates the application of artificial intelligence (AI) and, in particular,
machine learning (ML) to the study of wireless propagation channels. In Part I of this article …

UWB NLOS/LOS classification using deep learning method

C Jiang, J Shen, S Chen, Y Chen… - IEEE Communications …, 2020 - ieeexplore.ieee.org
Ultra-Wide-Band (UWB) was recognized as its great potential in constructing accurate
indoor position system (IPS). However, indoor environments were full of complex objects …

BLE beacons for indoor positioning at an interactive IoT-based smart museum

P Spachos, KN Plataniotis - IEEE Systems Journal, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) can enable smart infrastructures to provide advanced services to
the users. New technological advancement can improve our everyday life, even simple tasks …

A novel NLOS mitigation algorithm for UWB localization in harsh indoor environments

K Yu, K Wen, Y Li, S Zhang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Non-line-of-sight (NLOS) propagation of radio signals can significantly degrade the
performance of ultra-wideband localization systems indoors, it is hence crucial to mitigate …

UWB indoor localization using deep learning LSTM networks

A Poulose, DS Han - Applied Sciences, 2020 - mdpi.com
Localization using ultra-wide band (UWB) signals gives accurate position results for indoor
localization. The penetrating characteristics of UWB pulses reduce the multipath effects and …

UWB localization in a smart factory: Augmentation methods and experimental assessment

L Barbieri, M Brambilla, A Trabattoni… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
The advent of the fourth industrial revolution (Industry 4.0) aims at increasing automation
and efficiency in manufacturing processes by the adoption of information and …