TDoA positioning with data-driven LoS inference in mmWave MIMO communications

F Meng, S Liu, S Gao, Y Yu, C Zhang, Y Huang, Z Lu - Signal Processing, 2024 - Elsevier
Location awareness is an essential feature to support various mobile services, and
cooperative positioning with channel state information (CSI) in millimeter wave multiple …

TDoA positioning with data-driven LoS inference in mmWave MIMO communications

M Huang, F Meng, S Liu, C Zhang, Y Huang… - Proceedings of the First …, 2023 - dl.acm.org
Heavy non-line of sight (NLoS) effects in outdoor scenarios seriously reduce the model-
based localization accuracy, meanwhile existing fingerprint-based methods have critical …

2D fingerprinting-based localization for mmWave cell-free massive MIMO systems

Z Shen, K Xu, X Xia - IEEE Communications Letters, 2021 - ieeexplore.ieee.org
In this letter, fingerprinting-based cooperative localization for millimeter-wave (mmWave) cell-
free massive multiple-input multiple-output (MIMO) systems is investigated. For the purpose …

The effect of multipath propagation on performance limit of mmWave MIMO-based position, orientation and channel estimation

B Zhou, J Wen, H Chen, VKN Lau - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Millimeter-wave (mmWave) massive antenna array has shown great potential in gaining
high-accuracy localization for user equipments (UEs). Yet, mmWave signals suffer from non …

Semi-supervised t-SNE for millimeter-wave wireless localization

J Deng, W Shi, J Hu, X Jiao - 2021 7th International …, 2021 - ieeexplore.ieee.org
We consider the mobile localization problem in future millimeter-wave wireless networks
with distributed Base Stations (BSs) based on multi-antenna channel state information (CSI) …

How much localization performance gain could be reaped by 5G mmWave MIMO systems from harnessing multipath propagation?

B Zhou, R Wichman, L Zhang - 2021 IEEE 32nd Annual …, 2021 - ieeexplore.ieee.org
Millimeter-wave (mmWave) massive multiple input multiple input (MIMO) has shown great
potential in user equipment (UE) localization of 5G wireless communication systems …

Integrated localization and communication for efficient millimeter wave networks

G Kwon, Z Liu, A Conti, H Park… - IEEE Journal on Selected …, 2023 - ieeexplore.ieee.org
Integrated localization and communication (ILC) at millimeter wave (mmWave MMWAVEinit)
frequencies will be a key enabler for providing accurate location information and high data …

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 …

Joint localization and environment sensing by harnessing NLOS components in mmwave communication systems

Y Huang, J Yang, S Xia, S Jin - 2022 IEEE 96th Vehicular …, 2022 - ieeexplore.ieee.org
Integrated sensing and communication (ISAC) is considered as a promising technique to
provide mutually enhanced performance in future millimeter-wave communication systems …

MimoLoc: Indoor Localization With Assistance of Microwave Reflection of Downlink Signal in Sub-6G MIMO Networks

Z Li, P Wang, K Liu, Z Tian - IEEE Transactions on Microwave …, 2023 - ieeexplore.ieee.org
Compared to the localization at the network side, indoor localization with high accuracy
using a downlink signal has many advantages, such as preserving location privacy and …