Deep Learning for Massive MIMO CSI Feedback

• AI/ML-Driven 6G Network Solutions With Energy Efficiency Considerations

  2026 IEEE Access article Engineering Advanced Wireless Communication Technologies Open access

  1

  citations
• 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
• Interacting Federated and Transfer Learning-Aided CSI Prediction for Intelligent Cellular Networks

  2023 IEEE Transactions on Vehicular Technology article Engineering Advanced MIMO Systems Optimization cited by 1 patent

  13

  citations
• Fully Convolutional Neural Network-Based CSI Limited Feedback for FDD Massive MIMO Systems

  2021 IEEE Transactions on Cognitive Communications and Networking article Engineering Advanced MIMO Systems Optimization

  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
• 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
• SALDR: Joint Self-Attention Learning and Dense Refine for Massive MIMO CSI Feedback With Multiple Compression Ratio

  2021 IEEE Wireless Communications Letters article Engineering Advanced MIMO Systems Optimization

  47

  citations
• Downlink CSI Feedback Algorithm With Deep Transfer Learning for FDD Massive MIMO Systems

  2021 IEEE Transactions on Cognitive Communications and Networking article Engineering Advanced MIMO Systems Optimization cited by 1 patent

  81

  citations
• Federated Learning for DL-CSI Prediction in FDD Massive MIMO Systems

  2021 IEEE Wireless Communications Letters article Engineering Advanced MIMO Systems Optimization Open access

  23

  citations
• Downlink Channel State Information Limited Feedback Using Fully Convolutional Network

  2021 IEEE Wireless Communications and Networking Conference conference-paper Engineering Advanced MIMO Systems Optimization

  2

  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
• Deep Learning-Based Channel Quality Estimation in Adaptive Shortwave Communication Systems

  2020 International Conference on Wireless Communications and Signal Processing (WCSP) conference-paper Computer Science Wireless Signal Modulation Classification

  2

  citations
• CV-3DCNN: Complex-Valued Deep Learning for CSI Prediction in FDD Massive MIMO Systems

  2020 IEEE Wireless Communications Letters article Engineering Advanced MIMO Systems Optimization

  79

  citations
• Massive MIMO CSI Feedback Based on Generative Adversarial Network

  2020 IEEE Communications Letters article Engineering Advanced MIMO Systems Optimization cited by 4 patents

  49

  citations
• Distributed Learning for Automatic Modulation Classification in Edge Devices

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

  84

  citations

17 results