DEEP LEARNING IN PHYSICAL LAYER COMMUNICATIONS

doi:10.1109/MWC.2019.1800601

2019-04-01

436

DOI：10.1109/MWC.2019.1800601

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摘要

En 中文

DL已显示出巨大的潜力来彻底改变通信系统。本文概述了基于DL的物理层通信的最新进展。DL可以提高通信系统中每个单独块的性能或优化整个发射机/接收机。因此，我们将DL在物理层通信中的应用分类为具有和不具有块结构的系统。对于具有块结构的基于DL的通信系统，我们演示了DL在信号压缩和信号检测中的功能。我们还讨论了开发基于DL的端到端通信系统的最新努力。最后，确定了潜在的研究方向，以促进智能物理层通信。

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期刊

IEEE Wireless Communications

IF:

11.5

论文数:

2.7K

被引数:

1.3W

机构

Queen Mary University London

学者数:

2.0W

论文数: 1.5W

被引数: 327

university of london

学者数:

21.5W

论文数: 19.7W

被引数: 305

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