Deep Learning | Wireless Communications Deep Learning Based Over-the-Air Training of Wireless Communication Systems without Feedback. May 25, 2024
6G Wireless Networks | Wireless Communications Spectrum-efficient user grouping and resource allocation based on deep reinforcement learning for mmWave massive MIMO-NOMA systems. April 17, 2024
Deep Learning | Signal Processing | Wireless Communications Channel-Agnostic Training of Transmitter and Receiver for Wireless Communications. December 23, 2023
Artificial Intelligence | Internet of Things (IoT) | Wireless Communications Deep Reinforcement Learning-Based Power Allocation for Minimizing Age of Information and Energy Consumption in Multi-Input Multi-Output and Non-Orthogonal Multiple Access Internet of Things Systems. December 23, 2023
Signal Processing | Spectrum Sensing | Wireless Communications Multitask Learning-Based Deep Signal Identification for Advanced Spectrum Sensing. December 23, 2023
Signal Processing | Wireless Communications A Novel Image-Classification-Based Decoding Strategy for Downlink Sparse Code Multiple Access Systems. November 24, 2023
Deep Learning | Signal Processing | Wireless Communications Deep Learning for Counting People from UWB Channel Impulse Response Signals. August 26, 2023
Telecommunications | Wireless Communications Automatic Modulation Classification Using Hybrid Data Augmentation and Lightweight Neural Network. May 13, 2023
Electrical Engineering | Signal Processing | Wireless Communications A Model-Driven Channel Estimation Method for Millimeter-Wave Massive MIMO Systems. March 11, 2023
Machine Learning | Signal Processing | Wireless Communications A Study on the Impact of Integrating Reinforcement Learning for Channel Prediction and Power Allocation Scheme in MISO-NOMA System. February 11, 2023
Information Theory | Wireless Communications Intelligent Reflecting Surface-Assisted Physical Layer Key Generation with Deep Learning in MIMO Systems. January 8, 2023
Telecommunications | Urban Air Mobility | Wireless Communications Machine Learning-Based Air-to-Ground Channel Model Selection Method for UAV Communications Using Digital Surface Model Data. December 11, 2022