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 …

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 cm-level accuracy: Carrier phase positioning for IIoT in 5G-advanced NR networks

A Fouda, R Keating, HS Cha - 2022 IEEE 33rd Annual …, 2022 - ieeexplore.ieee.org
High-precision positioning accuracy is among the key features of the future fifth-generation
(5G-advanced) cellular networks to enable a wide variety of commercial, critical, and …

A tutorial on 5G positioning

L Italiano, BC Tedeschini, M Brambilla… - arXiv preprint arXiv …, 2023 - arxiv.org
The widespread adoption of the fifth generation (5G) of cellular networks has brought new
opportunities for localization-based services. High-precision positioning use cases and …

5G positioning advancements with AI/ML

M Alawieh, G Kontes - arXiv preprint arXiv:2401.02427, 2023 - arxiv.org
This paper provides a comprehensive review of AI/ML-based direct positioning within 5G
systems, focusing on its potential in challenging scenarios and conditions where …

Enabling angle-based positioning to 3GPP NR systems

Y Wang, Z Shi, Y Yu, S Huang… - 2019 16th Workshop on …, 2019 - ieeexplore.ieee.org
Angle-based positioning has been agreed by 3GPP to be one of NR positioning techniques,
and is now in standardization in 3GPP Release 16. In this paper, the key techniques for …

5G positioning using code-phase timing recovery

C Jin, I Bajaj, K Zhao, WP Tay… - 2021 IEEE Wireless …, 2021 - ieeexplore.ieee.org
To facilitate 5G-based positioning applications, Release 16 of the 3GPP 5G standard has
defined the Positioning Reference Signal (PRS), which can be used to measure Time of …

Wicluster: Passive indoor 2d/3d positioning using wifi without precise labels

I Karmanov, FG Zanjani, I Kadampot… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
We introduce WiCluster, a new machine learning (ML) approach for passive indoor
positioning using radio frequency (RF) channel state information (CSI). WiCluster can …

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 …

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 …