[PDF][PDF] Fading channel prediction for 5G and 6G mobile communication systems

M Soszka - International Journal of Electronics and …, 2022 - repo.pw.edu.pl
Nowadays, there is a trend to employ adaptive solutions in mobile communication. The
adaptive transmission systems seem to answer the need for highly reliable communication …

Neural network-based fading channel prediction: A comprehensive overview

W Jiang, HD Schotten - IEEE Access, 2019 - ieeexplore.ieee.org
By adapting transmission parameters such as the constellation size, coding rate, and
transmit power to instantaneous channel conditions, adaptive wireless communications can …

Multi-antenna fading channel prediction empowered by artificial intelligence

W Jiang, HD Schotten - 2018 IEEE 88th Vehicular Technology …, 2018 - ieeexplore.ieee.org
Outdated channel state information (CSI) has a severe impact on a wide variety of wireless
techniques. Making use of artificial intelligence, a multi-antenna channel predictor is …

Neural network-based channel prediction and its performance in multi-antenna systems

W Jiang, HD Schotten - 2018 IEEE 88th Vehicular Technology …, 2018 - ieeexplore.ieee.org
Channel state information (CSI) plays a vital role in fading-adaptive wireless systems,
whereas acquired CSI is generally inaccurate due to feedback delay. Channel prediction …

Channel estimation and prediction for 5G applications

R Apelfröjd - 2018 - diva-portal.org
Accurate channel state information (CSI) is important for many candidate techniques of
future wireless communication systems. However, acquiring CSI can sometimes be difficult …

Deep learning for fading channel prediction

W Jiang, HD Schotten - IEEE Open Journal of the …, 2020 - ieeexplore.ieee.org
Channel state information (CSI), which enables wireless systems to adapt their transmission
parameters to instantaneous channel conditions and consequently achieve great …

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 …

A frequency-domain channel prediction algorithm in wideband wireless communication systems

W Cao, W Wang - 2004 IEEE 15th International Symposium on …, 2004 - ieeexplore.ieee.org
Many published channel prediction algorithms focused on the narrow communication
systems. In This work we propose a new prediction algorithm for wideband wireless …

A comparison of neural networks for wireless channel prediction

O Stenhammar, G Fodor… - IEEE Wireless …, 2024 - ieeexplore.ieee.org
The performance of modern wireless communications systems depends critically on the
quality of the available channel state information (CSI) at the transmitter and receiver …

On autoregressive model order for long-range prediction of fast fading wireless channel

D Jarinová - Telecommunication Systems, 2013 - Springer
Long-range prediction of fading wireless channel quality is considered to be one of the most
important techniques for high speed wireless communication systems. For example, to …