MmWave 6D radio localization with a snapshot observation from a single BS

MA Nazari, G Seco-Granados… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Accurate and ubiquitous localization is crucial for a variety of applications such as logistics,
navigation, intelligent transport, monitoring, control, and also for the benefit of …

The integrated sensing and communication revolution for 6G: Vision, techniques, and applications

N González-Prelcic, MF Keskin… - Proceedings of the …, 2024 - ieeexplore.ieee.org
Future wireless networks will integrate sensing, learning, and communication to provide new
services beyond communication and to become more resilient. Sensors at the network …

Learning to localize with attention: From sparse mmwave channel estimates from a single BS to high accuracy 3D location

Y Chen, N González-Prelcic, T Shimizu… - arXiv preprint arXiv …, 2023 - arxiv.org
One strategy to obtain user location information in a wireless network operating at millimeter
wave (mmWave) is based on the exploitation of the geometric relationships between the …

Model-driven end-to-end learning for integrated sensing and communication

JM Mateos-Ramos, C Häger, MF Keskin… - ICC 2023-IEEE …, 2023 - ieeexplore.ieee.org
Integrated sensing and communication (ISAC) is envisioned to be one of the pillars of 6G.
However, 6G is also expected to be severely affected by hardware impairments. Under such …

Sparse recovery with attention: A hybrid data/model driven solution for high accuracy position and channel tracking at mmWave

Y Chen, N González-Prelcic, T Shimizu… - 2023 IEEE 24th …, 2023 - ieeexplore.ieee.org
In this paper, we propose first a mmWave channel tracking algorithm based on
multidimensional orthogonal matching pursuit algorithm (MOMP) using reduced sparsifying …

Enhancing WiFi Access Point Localization with AI-based Filtering

CY Yang, WT Shih, CK Wen, SH Tsai… - IEEE Communications …, 2024 - ieeexplore.ieee.org
Accurate location determination of WiFi access points (APs) is crucial for a variety of
industrial and commercial applications. Although WiFi beacons are the most common …

Beamspace ESPRIT-D for joint 3D angle and delay estimation for joint localization and communication at MmWave

Y Chen, N González-Prelcic, T Shimizu… - ICC 2024-IEEE …, 2024 - ieeexplore.ieee.org
In this paper, we address the complex task of estimating the parameters for multiple
propagation paths of realistic millimeter wave (mmWave) channels. We propose a solution …

Robust NLoS Localization in 5G mmWave Networks: Data-based Methods and Performance

R Klus, J Talvitie, J Equi, G Fodor… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Ensuring smooth mobility management while employing directional beamformed
transmissions in 5G millimeterwave networks calls for robust and accurate user equipment …

[HTML][HTML] Localization Techniques in Multiple-Input Multiple-Output Communication: Fundamental Principles, Challenges, and Opportunities

K Vuckovic, N Rahanvard - 2023 - intechopen.com
This chapter provides an overview of localization techniques in Multiple-Input Multiple-
Output (MIMO) communication systems. The chapter mainly focuses on sub-6 GHz and …