An Improved Neural Network Pruning Technology for Automatic Modulation Classification in Edge Devices

• Open-Set Automatic Modulation Classification Using Deep Metric Learning and Openmax

  2025 conference-paper Computer Science Wireless Signal Modulation Classification

  3

  citations
• Decentralized Automatic Modulation Classification Method Based on Lightweight Neural Network

  2022 IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) conference-paper Computer Science Wireless Signal Modulation Classification

  6

  citations
• A Lightweight Decentralized-Learning-Based Automatic Modulation Classification Method for Resource-Constrained Edge Devices

  2022 IEEE Internet of Things Journal article Computer Science Wireless Signal Modulation Classification

  52

  citations
• Automatic Modulation Classification Based on Decentralized Learning and Ensemble Learning

  2022 IEEE Transactions on Vehicular Technology article Computer Science Wireless Signal Modulation Classification

  76

  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
• Edge Device Identification Based on Federated Learning and Network Traffic Feature Engineering

  2021 IEEE Transactions on Cognitive Communications and Networking article Computer Science Internet Traffic Analysis and Secure E-voting cited by 1 patent

  57

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

  2021 conference-paper Computer Science Wireless Signal Modulation Classification

  5

  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
• Distributed Learning for Automatic Modulation Classification in Edge Devices

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

  84

  citations

12 results