Near-field sparse channel representation and estimation in 6G wireless communications

X Zhang, H Zhang, YC Eldar - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The employment of extremely large antenna arrays and high-frequency signaling makes
future 6G wireless communications likely to operate in the near-field region. In this case, the …

Near-field channel estimation for extremely large-scale reconfigurable intelligent surface (XL-RIS)-aided wideband mmWave systems

S Yang, C **e, W Lyu, B Ning… - IEEE Journal on …, 2024 - ieeexplore.ieee.org
Near-field communications present new opportunities over near-field channels, however,
the spherical wavefront propagation makes near-field signal processing challenging. In this …

Channel estimation for XL-MIMO systems with polar-domain multi-scale residual dense network

H Lei, J Zhang, H **ao, X Zhang, B Ai… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
Extremely large-scale multiple-input multiple-output (XL-MIMO) is a promising technique to
enable versatile applications for future wireless communications. In conventional massive …

Near-field communications: characteristics, technologies, and engineering

Y Zhao, L Dai, J Zhang, R Ji, M Jian, H Xue… - Frontiers of Information …, 2024 - Springer
Near-field technology is increasingly recognized due to its transformative potential in
communication systems, establishing it as a critical enabler for sixth-generation (6G) …

Deep optimized hybrid beamforming intelligent reflecting surface assisted UM-MIMO THz communication for 6G broad band connectivity

R Govindasamy, SK Nagarajan, JR Muthu… - Telecommunication …, 2024 - Springer
For 6G communications, the Ultra Massive Multiple Input Multiple Output (UM-MIMO)
systems with Intelligent Reflecting Surface (IRS) assistance are capable since they can …

Near/far-field channel estimation for terahertz systems with ELAAs: A block-sparse-aware approach

H Wang, J Fang, H Duan, H Li - arxiv preprint arxiv:2404.05544, 2024 - arxiv.org
Millimeter wave/Terahertz (mmWave/THz) communication with extremely large-scale
antenna arrays (ELAAs) offers a promising solution to meet the escalating demand for high …

Deep Compressed Sensing for Terahertz Ultra-Massive MIMO Channel Estimation

G Lin, M Erdem, MS Alouini - IEEE Open Journal of the …, 2025 - ieeexplore.ieee.org
Envisioned as a pivotal technology for sixth-generation (6G) and beyond, Terahertz (THz)
band communications can potentially satisfy the increasing demand for ultra-high-speed …

Adaptive Joint Sparse Bayesian Approaches for Near-field Channel Estimation

Z Zhu, R Yang, C Li, Y Huang… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
The deployment of extremely large-scale MIMO (XL-MIMO) and short-wavelength signaling
enhances communication capabilities and improves spectrum efficiency for future sixth …

Deep Learning-Aided Parametric Sparse Channel Estimation for Terahertz Massive MIMO Systems

J Kim, Y Ahn, S Kim, B Shim - IEEE Transactions on Cognitive …, 2024 - ieeexplore.ieee.org
Terahertz (THz) communications is considered as one of key solutions to support extremely
high data demand in 6G. One main difficulty of the THz communication is the severe signal …

Keypoint Detection Empowered Near-Field User Localization and Channel Reconstruction

M Li, Y Han, Z Lu, S **, Y Zhu, CK Wen - arxiv preprint arxiv:2501.11844, 2025 - arxiv.org
In the near-field region of an extremely large-scale multiple-input multiple-output (XL MIMO)
system, channel reconstruction is typically addressed through sparse parameter estimation …