DataAI-6G: A System Parameters Configurable Channel Dataset for AI-6G Research

Z Shen, L Yu, Y Zhang, J Zhang… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
In future 6G wireless communication, the utilization of ultra-massive MIMO and the
requirement of high-mobility communications bring more complex propagation features to …

A big data enabled channel model for 5G wireless communication systems

J Huang, CX Wang, L Bai, J Sun, Y Yang… - … Transactions on Big …, 2018 - ieeexplore.ieee.org
The standardization process of the fifth generation (5G) wireless communications has
recently been accelerated and the first commercial 5G services would be provided as early …

The AI‐Based Channel Prediction Scheme for the 5G Wireless System in High‐Speed V2I Scenarios

Z Zhang, L Xiong, D Yao, Y Wang - … and Mobile Computing, 2022 - Wiley Online Library
Now, the fifth‐generation (5G) system plays a more and more important role in the high‐
speed vehicle‐to‐infrastructure (V2I) scenario. In order to realize the high‐reliability and …

Artificial Intelligence Towards the Wireless Channel Modeling Communications in 5G

SMA Aldossari - 2020 - search.proquest.com
Channel prediction is a mathematical predicting of the natural propagation of the signal that
helps the receiver to approximate the affected signal, which plays an important role in highly …

TinyDRaGon: Lightweight radio channel estimation for 6G pervasive intelligence

M Geis, B Sliwa, C Bektas… - 2022 IEEE Future …, 2022 - ieeexplore.ieee.org
Due to the emerging challenges with future 6G networks such as high data rates and the
need for remarkably low latency, future wireless communication systems must be planned …

Turbo-AI, Part II: Multi-dimensional iterative ML-based channel estimation for B5G

Y Chen, J Mohammadi, S Wesemann… - 2021 IEEE 93rd …, 2021 - ieeexplore.ieee.org
Targeting to potential evolution of future wireless systems, precise channel estimation is
regarded as one of the fundamental prerequisites. In this paper, we focus on Machine …

An Intelligent Channel Estimation Algorithm Based on Extended Model for 5G-V2X

J Huang, C Xu, Z Ji, S Xiao, T Liu, N Ma, Q Zhou - Big Data, 2024 - liebertpub.com
Car networking systems based on 5G-V2X (vehicle-to-everything) have high requirements
for reliability and low-latency communication to further improve communication performance …

Research on deep learning-based channel estimation algorithm in 5G high-speed mobile scenario

T Wang, J Chen - International Conference on Signal …, 2024 - spiedigitallibrary.org
In the high-speed mobile environment supported by the fifth-generation mobile
communication technology, higher vehicle speeds, more frequent switching and wider …

Channel state information prediction for 5G wireless communications: A deep learning approach

C Luo, J Ji, Q Wang, X Chen, P Li - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Channel state information (CSI) estimation is one of the most fundamental problems in
wireless communication systems. Various methods, so far, have been developed to conduct …

[图书][B] Channel Modeling in 5G Wireless Communication Systems

H Jiang, G Gui - 2020 - Springer
The fifth generation (5G) wireless communication networks are being standardized and will
be commercially available from 2020, which aims to minimize traffic accidents, improve …