An Introduction to Deep Learning for the Physical Layer

• Autoencoders for Signal Enhancement in Communication Systems

  2024 International Conference on Military Communication and Information Systems (ICMCIS) conference-paper Computer Science Wireless Signal Modulation Classification

  1

  citations
• NAS-AMR: Neural Architecture Search-Based Automatic Modulation Recognition for Integrated Sensing and Communication Systems

  2022 IEEE Transactions on Cognitive Communications and Networking article Computer Science Wireless Signal Modulation Classification

  115

  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
• 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
• 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
• 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
• 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

10 results