基于小样本深度学习的雷达图像人体行为识别方法

61901049
2019
F0112.雷达原理与技术
何元
青年科学基金项目
副教授
北京邮电大学
23万元
小样本学习;深度学习;雷达目标识别;雷达图像识别;人体行为识别
2020-01-01到2022-12-31
  • 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 Deployment Optimization of UAV-Aided Networks Through a Dynamic Tunable Model 期刊论文 Jianghui Liu;Hongtao Zhang;Yuan He
2 Multi-Branch Deep Residual Learning for Clustering and Beamforming in User-Centric Network 期刊论文 Yuan He;Lingcheng Dai;Hongtao Zhang
3 Performance Analysis of Power Control in Urban UAV Networks With 3D Blockage Effects 期刊论文 Wenfei Tang;Hongtao Zhang;Yuan He
4 A Passive and Wireless Sensor Based on RFID Antenna for Detecting Mechanical Deformation 期刊论文 Yuan He;Meng Meng Li;Guo Chun Wan;Mei Song Tong
5 一种无人机辅助网络定向天线参数设定方法 专利 何元;唐文斐;张鸿涛
6 一种基于离线深度学习与在线人机协同的目标识别方法 专利 何元;曹德宇
7 A Hybrid Scheme for Accurate Electromagnetic Analysis With Open Conducting Structures 期刊论文 Yuan He;Mei Song Tong
8 Machine learning empowered beam management for intelligent reflecting surface assisted MmWave networks 期刊论文 Chenglu Jia;Hui Gao;Na Chen;Yuan He
9 Fixed Region Beamforming Using Frequency Diverse Subarray for Secure mmWave Wireless Communications 期刊论文 Yuanquan Hong;Xiaojun Jing;Hui Gao;Yuan He
10 一种面向用户分布依赖的无人机基站部署方法 专利 张鸿涛;魏皓谈;陈跌琪;何元
11 一种基于超表面阵列的天线波束喊形方法 专利 何元;郭伯岩
12 Jamming Strategy Optimization through Dual Q-Learning Model against Adaptive Radar 期刊论文 Hongdi Liu;Hongtao Zhang;Yuan He;Yong Sun
13 Semisupervised Human Activity Recognition With Radar Micro-Doppler Signatures 期刊论文 Xinyu Li;Yuan He;Fioranelli Francesco;Xiaojun Jing
14 Accurate Electromagnetic Analysis of Interconnect Structures Based on a Mixed Method 期刊论文 Yuan He;Meisong Tong
15 Supervised Domain Adaptation for Few-Shot Radar-Based Human Activity Recognition 期刊论文 Xinyu Li;Yuan He;J. Andrew Zhang;Xiaojun Jing
16 Effect of Channel Fading and Time-to-Trigger Duration on Handover Performance in UAV Networks 期刊论文 Yuan He;Wanqing Huang;Haoyan Wei;Hongtao Zhang
17 Adversarial Transfer Learning for Deep Learning Based Automatic Modulation Classification 期刊论文 Ke Bu;Yuan He;Xiaojun Jing;Jindong Han
18 Enhanced-Sensitivity Noncontact Measurement of Liquid Concentration Based on Passive GPT-symmetry 期刊论文 Yun Jing Zhang;Ying Tian;Mei Song Tong;Yuan He
19 Performance Analysis of Multi-Antenna UAV Networks with 3D Interference Coordination 期刊论文 Wenfei Tang;Hongtao Zhang;Yuan He;Mingyu Zhou
20 Omnidirectional Motion Classification With Monostatic Radar System Using Micro-Doppler Signatures 期刊论文 Yang Yang;Chunping Hou;Yue Lang;Sakamoto Takuya;Yuan He;Wei Xiang
21 一种 6G 低轨卫星网络基于星间距离约束的卫星部署方法 专利 何元;李卓阳;陈昳琪;彭进霖
22 Deep cascading network architecture for robust automatic modulation classification 期刊论文 Lintianran Weng;Yuan He;Jianhua Peng;Jianchao Zheng;Xinyu Li
23 基于深度残差网络的ADS-B信号辐射源个体识别 期刊论文 翁琳天然;彭进霖;何元;钟都都;彭建华;茆旋宇
24 Tractable Modelling and Performance Analysis of UAV Networks With 3D Blockage Effects 期刊论文 Wenfei Tang;Hongtao Zhang;Yuan He
25 A Deep-Learning Method for Radar Micro-Doppler Spectrogram Restoration 期刊论文 Yuan He;Xinyu Li;Runlong Li;Jianping Wang;Xiaojun Jing
26 Human Motion Recognition With Limited Radar Micro-Doppler Signatures 期刊论文 Xinyu Li;Yuan He;Fioranelli Francesco;Xiaojun Jing;Yarovoy Alexander;Yang Yang
27 Temporal Correlation and Long-Term Average Performance Analysis of Multiple UAV-Aided Networks 期刊论文 Liyun Yang;Hongtao Zhang;Yuan He
28 一种基于最小化乘性路损的基站及智能反射面选择方法 专利 张鸿涛;赵嘉怡;何元
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