Deep Learning Based Radio-Signal Identification With Hardware Design

著录项

• 来源
  《IEEE Transactions on Aerospace and Electronic Systems》 |2019年第5期|2516-2531|共16页
• 作者

  Mendis Gihan Janith; Wei-Kocsis Jin; Madanayake Arjuna;

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• 作者单位

  Univ Akron Akron OH 44325 USA;

  Florida Int Univ Miami FL 33199 USA;

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• 收录信息
• 原文格式 PDF
• 正文语种 eng
• 中图分类
• 关键词

  RF signals; Deep learning; Modulation; Feature extraction; Training; Hardware; Field programmable gate arrays; Automated modulation classification (AMC); deep learning; low-complexity deep belief network; microunmanned aerial system (UAS); radio signals classification;

  机译：射频信号;深度学习;调制;特征提取;训练;硬件;现场可编程门阵列;自动调制分类（AMC）;深度学习低复杂度的深度信念网络;微型无人机系统（UAS）;无线电信号分类;