Distributed 3d-beam reforming for hovering-tolerant uavs communication over coexistence: A deep-q learning for intelligent space-air-ground integrated networks

S Arya, Y Peng, J Yang, Y Wang - arXiv preprint arXiv:2307.09325, 2023 - arxiv.org
In this paper, we present a novel distributed UAVs beam reforming approach to dynamically
form and reform a space-selective beam path in addressing the coexistence with satellite …

2D beam domain statistical CSI estimation for massive MIMO uplink

AA Lu, Y Chen, X Gao - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
In this paper, we investigate the beam domain statistical channel state information (CSI)
estimation for the two-dimensional (2D) beam-based statistical channel model (BSCM) in …

Signal detection for ultra-massive MIMO: An information geometry approach

J Yang, Y Chen, X Gao, D Slock… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In this paper, we propose an information geometry approach (IGA) for signal detection (SD)
in ultra-massive multiple-input multiple-output (MIMO) systems. We formulate the signal …

Beam-Delay Domain Channel Estimation for mmWave XL-MIMO Systems

H Hou, X He, T Fang, X Yi, W Wang… - IEEE Journal of Selected …, 2024 - ieeexplore.ieee.org
This paper investigates the uplink channel estimation of the millimeter-wave (mmWave)
extremely large-scale multiple-input-multiple-output (XL-MIMO) communication system in …

Semi-Supervised Representation Contrastive Learning for Massive MIMO Fingerprint Positioning

X Gong, AA Lu, X Fu, X Liu, X Gao… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Wireless positioning is crucial for Internet of Things (IoT) landscape, enhancing precision
and reliability in location-based services. This article addresses the challenges of existing …

Information geometry based extreme low-bit neural network for point cloud

Z Zhao, Y Ma, K Xu, J Wan - Pattern Recognition, 2024 - Elsevier
Deep learning has significantly advanced three-dimensional computer vision applied to
point clouds. Nevertheless, the substantial consumption of time, storage, and energy …

Joint Beam Alignment and Doppler Estimation for Fast Time-varying Wideband mmWave Channels

H Hou, Y Wang, X Yi, W Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper investigates the joint beam alignment and Doppler estimation (BADE) for fast
time-varying wideband millimeter-wave channels, which is essential for subsequent data …

Simplified Information Geometry Approach for Massive MIMO-OFDM Channel Estimation--Part I: Algorithm and Fixed Point Analysis

J Yang, Y Chen, AA Lu, W Zhong, X Gao, X You… - arXiv preprint arXiv …, 2024 - arxiv.org
In this two-part paper, we investigate the channel estimation for massive multiple-input
multiple-output orthogonal frequency division multiplexing (MIMO-OFDM) systems. In Part I …

Robust Symbol-Level Precoding for Massive MIMO Communication Under Channel Aging

Y Wang, X Yi, H Hou, W Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper investigates the robust design of symbol-level precoding (SLP) for multiuser
multiple-input multiple-output (MIMO) downlink transmission with imperfect channel state …

Simplified Information Geometry Approach for Massive MIMO-OFDM Channel Estimation--Part II: Convergence Analysis

J Yang, Y Chen, M Fan, X Gao, XG Xia… - arXiv preprint arXiv …, 2024 - arxiv.org
In Part II of this two-part paper, we prove the convergence of the simplified information
geometry approach (SIGA) proposed in Part I. For a general Bayesian inference problem …