… This paper aims to provide an overview of these recent studies that focus on the physical
layer. We also aim to highlight the potentials and challenges of the DL-based communication …

… boosted the boom of DL-based wireless communications. This article will identify the gains
that DL can bring to wireless physical layer communications, including systems with the block …

… of deep learning (DL) for the physical layer. By interpreting a communications system as
an autoencoder, we develop a fundamental new way to think about communications system …

… for several important deep learning-based communication methods are presented … deep
learning-based wireless physical layer frameworks will bring a new direction in communication …

… is the utilization of recent advances in deep learning, but being mindful that training such
models poses several challenges distinct to communication systems. The exponential size of …

… communication devices. By contrast, model-driven DL approaches combine communication
… -driven DL approaches in physical layer communications, including transmission schemes, …

… communications. In this article, we provide a literature review on the applications of DL in the
physical layer. First… Subsequently, we discuss recent DL-based physical layer technologies, …

… of the traditional physical layer receiver, in this paper, we introduce the deep learning (DL) …
natural language and other fields to the design of communication receiver. The reason why …

… systems design problem from the bottom to top layers. … tion of DL techniques in communication
systems is still in its … in future 6G communications in the physical layer, we give some …

… right problems to tackle with deep learning and, even then, … problems in the physical layer
of communication systems that … properties of artificial neural networks and deep learning. The …