Soft channel estimation and localization for millimeter wave systems with multiple receivers

X Yang, CK Wen, Y Han, S Jin… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In millimeter wave (mmWave) communications, user position information can enable various
position-based communication services, such as resource allocation, beam tracking and …

Single-BS Simultaneous Environment Sensing and UE Localization without LoS Path by Exploiting Near-Field Scatterers

Z Zhou, Z Xiao, Y Zeng - IEEE Communications Letters, 2024 - ieeexplore.ieee.org
As the mobile communication network evolves over the past few decades, localizing user
equipment (UE) has become an important network service. While localization in line-of-sight …

Triplet-based wireless channel charting

P Ferrand, A Decurninge, LG Ordoñez… - … 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Channel charting is a data-driven baseband processing technique consisting in applying
unsupervised machine learning techniques to channel state information (CSI), with the …

Location-Enabled IoT (LE-IoT): A survey of positioning techniques, error sources, and mitigation

Y Li, Y Zhuang, X Hu, Z Gao, J Hu, L Chen, Z He… - arXiv preprint arXiv …, 2020 - arxiv.org
The Internet of Things (IoT) has started to empower the future of many industrial and mass-
market applications. Localization techniques are becoming key to add location context to IoT …

Localization attack by precoder feedback overhearing in 5G networks and countermeasures

S Roth, S Tomasin, M Maso… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In fifth-generation (5G) cellular networks, users feed back to the base station the index of the
precoder (from a codebook) to be used for downlink transmission. The precoder is strongly …

Indoor direct positioning with imperfect massive MIMO array using measured near-field channels

Y Pan, S De Bast, S Pollin - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this article, we focus on indoor direct positioning using a practical massive multiple-input
and multiple-output (MIMO) array with imperfections. First, the imperfect array needs to be …

Self-Supervised and Invariant Representations for Wireless Localization

A Salihu, M Rupp, S Schwarz - IEEE Transactions on Wireless …, 2024 - ieeexplore.ieee.org
In this work, we present a wireless localization method that operates on self-supervised and
unlabeled channel estimates. Our self-supervising method learns general-purpose channel …

Evaluation of 5G cell densification for autonomous vehicles positioning in urban settings

S Saleh, AS El-Wakeel, S Sorour… - … Processing, and their …, 2021 - ieeexplore.ieee.org
A key operational requirement for Autonomous vehicles (AVs) is to have a highly reliable
positioning at the sub-meter lane-level accuracy. However, it is well-known that current …

Knowledge distillation based deep learning model for user equipment positioning in massive MIMO systems using flying reconfigurable intelligent surfaces

A Al-Ahmadi - IEEE Access, 2024 - ieeexplore.ieee.org
This paper introduces an innovative deep learning-based approach for User Equipment
positioning in massive MIMO systems, enhanced by Flying Reconfigurable Intelligent …

A review on 5G and beyond wireless communication channel models: Applications and challenges

J Kumar, A Gupta, S Tanwar, MK Khan - Physical Communication, 2024 - Elsevier
The ever-growing demand for increased data rates, reduced latency, and more reliable
connectivity has driven the emergence of the fifth-generation (5G) wireless communication …