基于深度学习的智能频谱认知技术研究

61801082
2018
F0102.信息系统与系统安全
刘畅
青年科学基金项目
讲师
电子科技大学
22万元
深度学习;神经网络;频谱预测;认知无线电;频谱感知
2019-01-01到2021-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 一种频谱感知方法 专利 刘畅;梁应敞
2 Deep CNN for spectrum sensing in cognitive radio 会议论文 Liu Chang;Liu Xuemeng;Liang Ying-Chang
3 Deep transfer learning for signal detection in ambient backscatter communications 期刊论文 Liu Chang;Wei Zhiqiang;Ng Derrick Wing Kwan;Yuan Jinhong;Liang Ying-Chang
4 Activity pattern aware spectrum sensing: A CNN-based deep learning approach 期刊论文 Xie Jiandong;Liu Chang;Liang Ying-Chang;Fang Jun
5 Unsupervised deep spectrum sensing: A variational auto-encoder based approach 期刊论文 Xie Jiandong;Fang Jun;Liu Chang;Yang Linxiao
6 Maximum eigenvalue-based goodness-of-fit detection for spectrum sensing in cognitive radio 期刊论文 Liu Chang;Wang Jie;Liu Xuemeng;Liang Ying-Chang
7 Deep learning-based spectrum sensing in cognitive radio: A CNN-LSTM approach 期刊论文 Xie Jiandong;Fang Jun;Liu Chang;Li Xuanheng
8 一种基于深度神经网络的频谱感知方法 专利 刘畅;梁应敞
9 Deep residual network empowered channel estimation for IRS-assisted multi-user communication systems 会议论文 Liu Chang;Liu Xuemeng;Ng Derrick Wing Kwan;Yuan Jinhong
10 Deep residual learning-assisted channel estimation in ambient backscatter communications 期刊论文 Liu Xuemeng;Liu Chang;Li Yonghui;Vucetic Branka;Ng Derrick Wing Kwan
11 Deep CM-CNN for spectrum sensing in cognitive radio 期刊论文 Liu Chang;Wang Jie;Liu Xuemeng;Liang Ying-Chang
12 Deep learning-empowered predictive beamforming for IRS-assisted multi-user communications 会议论文 Liu Chang;Liu Xuemeng;Wei Zhiqiang;Hu Shaokang;Ng Derrick Wing Kwan;Yuan Jinhong
13 Location-aware predictive beamforming for UAV communications: A deep learning approach 期刊论文 Liu Chang;Yuan Weijie;Wei Zhiqiang;Liu Xuemeng;Ng Derrick Wing Kwan
14 Learning-based predictive beamforming for UAV communications with jittering 期刊论文 Yuan Weijie;Liu Chang;Liu Fan;Li Shuangyang;Ng Derrick Wing Kwan
15 Robust and secure sum-rate maximization for multiuser MISO downlink systems with self-sustainable IRS 期刊论文 Hu Shaokang;Wei Zhiqiang;Cai Yuanxin;Liu Chang;Ng Derrick Wing Kwan;Yuan Jinhong
16 Deep residual learning for channel estimation in intelligent reflecting surface-assisted multi-user communications 期刊论文 Liu Chang;Liu Xuemeng;Ng Derrick Wing Kwan;Yuan Jinhong
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