Fast Beamforming Design via Deep Learning

• Attention mechanism based intelligent channel feedback for mmWave massive MIMO systems

  2023 Peer-to-Peer Networking and Applications article Engineering Millimeter-Wave Propagation and Modeling

  7

  citations
• Supervised Contrastive Learning for RFF Identification With Limited Samples

  2023 IEEE Internet of Things Journal article Computer Science Wireless Signal Modulation Classification Open access

  70

  citations
• Deep Complex-Valued Convolutional Neural Network for Drone Recognition Based on RF Fingerprinting

  2022 Drones article Computer Science Wireless Signal Modulation Classification Open access

  28

  citations
• Multi-Rate Compression for Downlink CSI Based on Transfer Learning in FDD Massive MIMO Systems

  2021 IEEE Vehicular Technology Conference conference-paper Engineering Advanced MIMO Systems Optimization cited by 1 patent

  10

  citations
• A Generalized Channel Dataset Generator for 5G New Radio Systems Based on Ray-Tracing

  2021 IEEE Wireless Communications Letters article Engineering Millimeter-Wave Propagation and Modeling

  23

  citations
• Federated Learning for Automatic Modulation Classification Under Class Imbalance and Varying Noise Condition

  2021 IEEE Transactions on Cognitive Communications and Networking article Computer Science Wireless Signal Modulation Classification cited by 1 patent

  109

  citations
• Lightweight Automatic Modulation Classification Based on Decentralized Learning

  2021 IEEE Transactions on Cognitive Communications and Networking article Computer Science Wireless Signal Modulation Classification

  96

  citations
• An Efficient Specific Emitter Identification Method Based on Complex-Valued Neural Networks and Network Compression

  2021 IEEE Journal on Selected Areas in Communications article Computer Science Wireless Signal Modulation Classification

  300

  citations
• Compressive Sampled CSI Feedback Method Based on Deep Learning for FDD Massive MIMO Systems

  2021 IEEE Transactions on Communications article Engineering Advanced MIMO Systems Optimization cited by 2 patents

  73

  citations
• Deep Transfer Learning for 5G Massive MIMO Downlink CSI Feedback

  2021 IEEE Wireless Communications and Networking Conference conference-paper Engineering Advanced MIMO Systems Optimization cited by 4 patents

  8

  citations
• Lightweight Network and Model Aggregation for Automatic Modulation Classification in Wireless Communications

  2021 IEEE Wireless Communications and Networking Conference conference-paper Computer Science Wireless Signal Modulation Classification

  5

  citations
• Machine-Learning-Aided Trajectory Prediction and Conflict Detection for Internet of Aerial Vehicles

  2021 IEEE Internet of Things Journal article Engineering Air Traffic Management and Optimization cited by 2 patents

  45

  citations
• Automatic Modulation Recognition Method for Multiple Antenna System Based on Convolutional Neural Network

  2020 IEEE Vehicular Technology Conference conference-paper Computer Science Wireless Signal Modulation Classification

  3

  citations
• Distributed Learning for Automatic Modulation Classification in Edge Devices

  2020 IEEE Wireless Communications Letters article Computer Science Wireless Signal Modulation Classification

  84

  citations
• Transfer Learning for Semi-Supervised Automatic Modulation Classification in ZF-MIMO Systems

  2020 IEEE Journal on Emerging and Selected Topics in Circuits and Systems article Computer Science Wireless Signal Modulation Classification

  115

  citations
• Automatic Modulation Classification for MIMO Systems via Deep Learning and Zero-Forcing Equalization

  2020 IEEE Transactions on Vehicular Technology article Computer Science Wireless Signal Modulation Classification

  92

  citations
• A Study on Deep Learning for Latency Constraint Applications in Beyond 5G Wireless Systems

  2020 IEEE Access article Engineering Advanced Wireless Network Optimization Open access

  22

  citations

17 results