面向高可靠车联网通信的稀疏干扰消除方法研究

61901403
2019
F0103.通信理论与系统
刘思聪
青年科学基金项目
副教授
厦门大学
26万元
稀疏干扰消除;车载通信;机器学习;车载环境信道;压缩感知
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 Energy Efficient Relay in UAV Networks Against Jamming: A Reinforcement Learning Based Approach 会议论文 Wang Weihang;Lu Xiaozhen;Liu Sicong;Xiao Liang;Yang Bo
2 无线通信与安全 专著 刘思聪;肖亮
3 Three-Dimensional Indoor Visible Light Localization: A Learning-Based Approach 会议论文 Danping Su;Xianbin Liu;Sicong Liu
4 一种基于机器学习方式的室内可见光定位方法 专利 刘思聪;苏丹萍
5 一种基于深度学习的稀疏水声信道估计方法 专利 刘思聪;高龙杰
6 ACM 2021 UbiComp CPD WS 优秀论文奖 奖励 Tiankuo Wei;Danping Su;Sicong Liu
7 Reinforcement Learning Based Communication Security for Unmanned Aerial Vehicles (专著章节) 专著 Liang Xiao;Donghua Jiang;Sicong Liu
8 Visible Light Integrated Positioning and Communication: A Multi-Task Federated Learning Framework 期刊论文 Tiankuo Wei;Sicong Liu;Xiaojiang Du
9 福建省高层次人才 奖励 刘思聪
10 Jamming for Secrecy: Reinforcement Learning Based Anti-Eavesdropping Visible Light Communication 会议论文 Xianbin Liu;Sicong Liu
11 一种基于深度卷积神经网络的大规模多天线信道估计方法 专利 刘思聪;黄潇
12 5G移动通信空口新技术 专著 杨昉;刘思聪;高镇
13 Massive MIMO Channel Estimation for Vehicular Communications: a Deep Learning Based Approach 会议论文 Huang Xiao;Liu Sicong
14 Generative Adversarial Network Enabled Sparse Signal Compression and Recovery for Internet of Medical Things 会议论文 Tiankuo Wei;Danping Su;Sicong Liu
15 UAV Anti-Jamming Video Transmissions With QoE Guarantee: A Reinforcement Learning-Based Approach 期刊论文 Xiao Liang;Ding Yuzhen;Huang Jinhao;Liu Sicong;Tang Yuliang;Dai Huaiyu
16 Denoising Deep Sparse Learning Based Channel Estimation for MU-MIMO Systems 会议论文 Danping Su;Longjie Gao;Sicong Liu
17 Power Line Communication with Robust Timing and Carrier Recovery against Narrowband Interference for Smart Grid 期刊论文 Sicong Liu;Fang Yang;Dejian Li;Ruilong Yao;Jian Song
18 Reinforcement Learning-Based Downlink Interference Control for Ultra-Dense Small Cells 期刊论文 Xiao Liang;Zhang Hailu;Xiao Yilin;Wan Xiaoyue;Liu Sicong;Wang Li-Chun;Poor H. Vincent
19 Research on the Key Technologies in Narrowband Interference and Impulsive Noise Mitigation and Cancellation 专著 Sicong Liu
20 MARVEL: Multi-Agent Reinforcement Learning for VANET Delay Minimization 期刊论文 Lu Chengyue;Wang Zihan;Ding Wenbo;Li Gang;Liu Sicong;Cheng Ling
21 Sparse Learning Based Implantable Medical Device Transmission against Eavesdropping 会议论文 Tiankuo Wei;Sicong Liu
22 福建省科技进步三等奖,“物联网智能抗干扰技术及其应用” 奖励 肖亮;唐余亮;刘思聪;陈建成;方绍湖
23 Coexistence of Cellular V2X and Wi-Fi over Unlicensed Spectrum with Reinforcement Learning 会议论文 Yuhan Su;Minghui LiWang;Zhibin Gao;Lianfen Huang;Sicong Liu;Xiaojiang Du
24 Learning-Based Efficient Sparse Sensing and Recovery for Privacy-Aware IoMT 期刊论文 Tiankuo Wei;Sicong Liu;Xiaojiang Du
25 Reinforcement learning based energy-efficient internet-of-things video transmission 期刊论文 Yilin Xiao;Guohang Niu;Liang Xiao;Yuzhen Ding;Sicong Liu;Yexian Fan
26 Sparsity-Aware Channel Estimation for mmWave Massive MIMO: A Deep CNN-Based Approach 期刊论文 Liu Sicong;Huang Xiao
27 Underwater Acoustic Channel Estimation Based on Sparsity-Aware Deep Neural Networks 会议论文 Longjie Gao;Sicong Liu
28 Deep Learning Based Underwater Acoustic Channel Estimation Exploiting Physical Knowledge on Channel Sparsity 会议论文 Sicong Liu;Longjie Gao;Danping Su
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