A canonical wireless communication system consists of a transmitter and a receiver. The
information bit stream is transmitted after coding, modulation, and pulse shaping. Due to the …

信道估计是接收机基带信号处理的关键, 直接决定了无线通信系统的通信服务质量.
传统的信道估计方法已经不能满足日益复杂和个性化的现代通信需求, 同时人工智能技术特别是 …

Recently, deep learning (DL) has been successfully applied in computer vision and natural
language processing. The communication physical layer based on deep learning has …

The recent development in machine learning, especially in deep neural networks (DNN),
has enabled learning-based end-to-end communication systems, where DNNs are …

Intelligent communication is gradually becoming a mainstream direction. As a major branch
of machine learning, deep learning (DL) has been applied in physical layer communications …

Deep learning has solved many problems that are out of reach of heuristic algorithms. It has
also been successfully applied in wireless communications, even though the current radio …

目前深度学习方法在物理层通信中得到了广泛的应用, 信道估计是物理层通信中的关键部分,
与传统信道估计算法相比, 深度学习方法在信道估计方面具有一定的优势 …

Abstract Machine learning is one of the most popular research areas, and it is commonly
used in wireless communications and networks. Security and fast communication are among …