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Application of Auxiliary Classifier Wasserstein Generative Adversarial Networks in Wireless Signal Classification of Illegal Unmanned Aerial Vehicles.

  • 【获取途径】 OA资源
  • 【作者】Zhao, Caidan, ,Chen, Caiyun, ,He, Zeping,Wu, Zhiqiang,
  • 【DOI】10.3390/app8122664
  • 【作者单位】1 Department of Communication Engineering, Xiamen University, Xiamen 361005, China 2 Department of Communication Engineering, Tibet University, Lhasa 850000, China 3 Department of Electrical Engineering, Wright State University, Dayton, OH 45435, USA
  • 【年份】2018
  • 【卷号】Vol.8 No.12
  • 【页码】2664
  • 【ISSN】2076-3417
  • 【关键词】AC-WGANs classify model GAN USRP wireless signals 
  • 【摘要】 Recently, many studies have reported on image synthesis based on Generative Adversarial Networks (GAN). However, the use of GAN does not provide much attention on the signal classification problem. In the context of using wireless signals to classify...
  • 【文献类型】 期刊
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