Localization as a key enabler of 6G wireless systems: A comprehensive survey and an outlook

SE Trevlakis, AAA Boulogeorgos… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
When fully implemented, sixth generation (6G) wireless systems will constitute intelligent
wireless networks that enable not only ubiquitous communication but also high-accuracy …

Machine learning for physical layer in 5G and beyond wireless networks: A survey

J Tanveer, A Haider, R Ali, A Kim - Electronics, 2021 - mdpi.com
Fifth-generation (5G) technology will play a vital role in future wireless networks. The
breakthrough 5G technology will unleash a massive Internet of Everything (IoE), where …

An overview on position location: Past, present, future

S Zekavat, RM Buehrer, GD Durgin, L Lovisolo… - International Journal of …, 2021 - Springer
Prior to the 21st century, positioning technologies had limited applications including air
traffic control, air and sea navigation, satellite communications and related military uses …

CSI-based multi-antenna and multi-point indoor positioning using probability fusion

E Gönültaş, E Lei, J Langerman… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Channel state information (CSI)-based fingerprinting via neural networks (NNs) is a
promising approach to enable accurate indoor and outdoor positioning of user equipment …

Технологии сетевого позиционирования

ГА Фокин - 2020 - elibrary.ru
В процессе эволюции сетей подвижной радиосвязи совершенствовались методы и
средства сетевого позиционирования, требования к которым стали предъявляться с …

Wifi access points line-of-sight detection for indoor positioning using the signal round trip time

X Feng, KA Nguyen, Z Luo - Remote Sensing, 2022 - mdpi.com
The emerging WiFi Round Trip Time measured by the IEEE 802.11 mc standard promised
sub-meter-level accuracy for WiFi-based indoor positioning systems, under the assumption …

A survey on MIMO-OFDM systems: Review of recent trends

H Harkat, P Monteiro, A Gameiro, F Guiomar… - Signals, 2022 - mdpi.com
MIMO-OFDM is a key technology and a strong candidate for 5G telecommunication systems.
In the literature, there is no convenient survey study that rounds up all the necessary points …

DNN-based localization from channel estimates: Feature design and experimental results

P Ferrand, A Decurninge… - GLOBECOM 2020-2020 …, 2020 - ieeexplore.ieee.org
We consider the use of deep neural networks (DNNs) in the context of channel state
information (CSI)-based localization for Massive MIMO cellular systems. We discuss the …

Triplet-based wireless channel charting: Architecture and experiments

P Ferrand, A Decurninge, LG Ordonez… - IEEE Journal on …, 2021 - ieeexplore.ieee.org
Channel charting is a data-driven baseband processing technique consisting in applying
self-supervised machine learning techniques to channel state information (CSI), with the …

An overview of massive MIMO localization techniques in wireless cellular networks: Recent advances and outlook

O Alamu, B Iyaomolere, A Abdulrahman - Ad Hoc Networks, 2021 - Elsevier
The massive multiple-input-multiple-output (mMIMO) antenna systems are well known for
their capability to achieve high spectral efficiency in wireless communication systems thanks …