5G deployment strategies for high positioning accuracy in indoor environments

M Posluk, J Ahlander, D Shrestha, SM Razavi… - arXiv preprint arXiv …, 2021 - arxiv.org
Indoor positioning is currently recognized as one of the important features in emergency,
commercial and industrial applications. The 5G network enhances mobility, flexibility …

Toward 5G NR high-precision indoor positioning via channel frequency response: A new paradigm and dataset generation method

K Gao, H Wang, H Lv, W Liu - IEEE Journal on Selected Areas …, 2022 - ieeexplore.ieee.org
Location-based services (LBSs) provide necessary infrastructure for daily life, from bicycle
sharing to nursing care. In contrast to traditional positioning methods such as Wi-Fi …

Indoor positioning trends in 5G-advanced: Challenges and solution towards centimeter-level accuracy

J Nikonowicz, A Mahmood, MI Ashraf… - arXiv preprint arXiv …, 2022 - arxiv.org
After robust connectivity, precise positioning is evolving into an innovative component of 5G
service offerings for industrial use-cases and verticals with challenging indoor radio …

Implementing deep learning techniques in 5G IoT networks for 3D indoor positioning: DELTA (DeEp Learning-Based Co-operaTive Architecture)

B El Boudani, L Kanaris, A Kokkinis, M Kyriacou… - Sensors, 2020 - mdpi.com
In the near future, the fifth-generation wireless technology is expected to be rolled out,
offering low latency, high bandwidth and multiple antennas deployed in a single access …

Deep learning-based 5G indoor positioning in a manufacturing environment

H Vietz, A Löcklin, HBH Ammar… - 2022 IEEE 27th …, 2022 - ieeexplore.ieee.org
Indoor positioning systems are an enabling technology for many current developments in
the manufacturing field like digital twins and robot fleet management. Utilizing 5G for …

A feasibility study of 5G positioning with current cellular network deployment

B Camajori Tedeschini, M Brambilla, L Italiano… - Scientific reports, 2023 - nature.com
This research examines the feasibility of using synchronization signals broadcasted by
currently deployed fifth generation (5G) cellular networks to determine the position of a static …

Probabilistic 5G indoor positioning proof of concept with outlier rejection

M Henninger, TE Abrudan, S Mandelli… - 2022 Joint European …, 2022 - ieeexplore.ieee.org
The continuously increasing bandwidth and antenna aperture available in wireless networks
laid the foundation for developing competitive positioning solutions relying on …

OFDRA: Optimal Femtocell Deployment for Accurate Indoor Positioning of RIS-Mounted AVs

A Famili, T Atalay, A Stavrou, H Wang… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
The pursuit of high-accuracy localization without relying on the global positioning system
(GPS) has gained significant interest in recent years. The deployment of autonomous …

Robust 3D indoor positioning system based on radio map using Bayesian network

A Alhammadi, S Alraih, F Hashim… - 2019 IEEE 5th world …, 2019 - ieeexplore.ieee.org
Indoor positioning remains a serious issue due to the difficulty in attaining sufficient accuracy
within an indoor environment using tracking technology of low complexity. Currently, most …

RF fingerprinting and deep learning assisted UE positioning in 5G

MM Butt, A Rao, D Yoon - 2020 IEEE 91st Vehicular …, 2020 - ieeexplore.ieee.org
In this work, we investigate user equipment (UE) positioning assisted by deep learning (DL)
in 5G and beyond networks. As compared to state of the art positioning algorithms used in …