Augmenting Beam Alignment for mmWave Communication Systems via Channel Attention
J Kim, J Kim - Electronics, 2023 - mdpi.com
The beamforming technique has attracted considerable attention in wireless communication
due to its various advantages such as interference reduction and improved wireless …
due to its various advantages such as interference reduction and improved wireless …
Enhanced deep soft interference cancellation for multiuser symbol detection
J Kim, J Kim, MS Lee - ETRI Journal, 2023 - Wiley Online Library
The detection of all the symbols transmitted simultaneously in multiuser systems using
limited wireless resources is challenging. Traditional model‐based methods show high …
limited wireless resources is challenging. Traditional model‐based methods show high …
Parallel Network Assisted Calibrated Beam Training for mmWave Communication Systems
J Kim, S Yoo, J Kim - 2023 Fourteenth International Conference …, 2023 - ieeexplore.ieee.org
This paper proposes a new structure called CNN-PN-LSTM to improve the beam prediction
performance of existing deep learning-based calibrated mmWave beam training. Unlike …
performance of existing deep learning-based calibrated mmWave beam training. Unlike …