使用多智能体反馈神经网络实现的数字预失真器.

杨旸, 刘畅, 李凯, 李阳, 孙芳蕾… - Journal of Signal …, 2023 - search.ebscohost.com
近年来, 深度学习(Deep Learning, DL) 在通信场景中的应用逐渐兴起, 其中就包括射频发射机的
数字预失真(Digital Predistortion, DPD) 处理. 然而, 由于射频功率放大器(Power Amplifier, PA) …

Self-Supervised MAFENN for Classifying Low-labeled Distorted Images over Mobile Fading Channels

Y Li, F Sun, J Hu, C Liu, F Wu, K Li… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Image distortion during wireless transmission presents a significant challenge for real-world
artificial intelligence (AI) applications. Recent methods have attempted to address this issue …

Multi-Agent Feedback Enabled Neural Networks for Intelligent Communications

F Sun, Y Li, Y Wen, J Hu, J Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In the intelligent communication field, deep learning (DL) has attracted much attention due to
its strong fitting ability and data-driven learning capability. Compared with the typical DL …