Channel estimation for high-speed railway wireless communications: A generative adversarial network approach
Q Zhang, H Dong, J Zhao - Electronics, 2023 - mdpi.com
In high-speed railways, the wireless channel and network topology change rapidly due to
the high-speed movement of trains and the constant change of the location of …
the high-speed movement of trains and the constant change of the location of …
[HTML][HTML] A reconstruction and recovery network-based channel estimation in high-speed railway wireless communications
Q Zhang, Y Zhao, H Dong, J Zhao - Digital Communications and Networks, 2024 - Elsevier
The integration of high-speed railway communication systems with 5G technology is widely
recognized as a significant development. Due to the considerable mobility of trains and the …
recognized as a significant development. Due to the considerable mobility of trains and the …
Nonlinear channel estimation for OFDM system by wavelet transform based weighted TSVR
L Wang, C Gao, X Deng, Y Cui, X Chen - IEEE Access, 2019 - ieeexplore.ieee.org
An efficient nonlinear channel estimation method for pilot-aided orthogonal frequency
division multiplexing system is proposed in this work. The considered channel is selective in …
division multiplexing system is proposed in this work. The considered channel is selective in …
Weighted TSVR based nonlinear channel frequency response estimation for MIMO-OFDM system
S Li, W Lei, W Zhang, X Wang, L Wang - IEEE Access, 2020 - ieeexplore.ieee.org
A channel frequency response estimation method based on weighted twin support vector
regression (TSVR) for pilot-aided multi-input multi-output (MIMO) orthogonal frequency …
regression (TSVR) for pilot-aided multi-input multi-output (MIMO) orthogonal frequency …
Application of TSVR algorithm in 5G mmWave indoor networks
A Charrada, A Samet - Wireless Networks, 2021 - Springer
A robust algorithm based on Twin Support Vector Regression and discrete wavelet
transform applied to millimetric wave (mmWave) channel prediction is proposed in this work …
transform applied to millimetric wave (mmWave) channel prediction is proposed in this work …
Twin Support Vector Regression for complex millimetric wave propagation environment
A Charrada, A Samet - Heliyon, 2020 - cell.com
In this article, an effective millimetric wave channel estimation algorithm based on Twin
Support Vector Regression (TSVR) is proposed. This algorithm exploits Discrete Wavelet …
Support Vector Regression (TSVR) is proposed. This algorithm exploits Discrete Wavelet …
Improved Doubly-Selective Radio Channel Tracking for Modern Wireless Systems
We present improvement to track time-variations in the doubly-selective (DS) channel for
orthogonal frequency-division multiplexing (OFDM) systems. The MCE-BEM, a variant of …
orthogonal frequency-division multiplexing (OFDM) systems. The MCE-BEM, a variant of …
[引用][C] Weighted TSVR Based Nonlinear Channel Frequency Response Estimation for MIMO-OFDM System
X WANG, L WANG