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ResNet-for-Radio-Recognition

论文"Over the Air Deep Learning Based Radio Signal Classification"的实现与改进。

Implementation and improvement of "Over the Air Deep Learning Based Radio Signal Classification"

文件描述

文件名 描述
ResNet_Model.ipynb 原始的论文复现代码
ResNet_incomplete_dataset.ipynb 改进的代码
sample_new_data2018.py 分割数据集的代码
Models 存放模型的文件夹

注意

  • ResNet_Model.ipynb中代码仅用于与改进的代码作参数和训练时间上的对比,在细节处理上很粗糙,主要还是参考ResNet_incomplete_dataset.ipynb文件
  • 分割数据集是因为硬件限制,有条件的可以直接使用完整数据集。
  • 更多内容和解释请看博客:使用ResNet模型进行无线电调制识别

resnet-for-radio-recognition's People

Contributors

liuzhejun avatar

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