GC-Fed: Gradient Centralized Federated Learning with Partial Client Participation.
CoRR, March, 2025
Improving Semi-Supervised Federated Learning with Limited Labeled Data via Adaptive Batchsize and Pseudo Labeling.
Proceedings of the 22nd IEEE Consumer Communications & Networking Conference, 2025
NsigNet: A Neural Network Design for Detecting the Number of Signals Under Sparse Observations.
IEEE Internet Things J., June, 2024
Performance Improvement of Cooperative Spectrum Sensing Based on Dequantization Neural Networks.
IEEE Wirel. Commun. Lett., May, 2024
FedShift: Tackling Dual Heterogeneity Problem of Federated Learning via Weight Shift Aggregation.
CoRR, 2024
A Study of the Effects of Batch Sampling in Semi-Supervised Federated Learning.
Proceedings of the 15th International Conference on Information and Communication Technology Convergence, 2024
Joint power and subchannel allocation regarding energy harvesting in MC-NOMA based wireless networks.
ICT Express, October, 2023
Deep Spread Multiplexing and Study of Training Methods for DNN-Based Encoder and Decoder.
Sensors, 2023
Intelligent Resource Allocation in Wireless Communications Systems.
IEEE Commun. Mag., 2020
Transmit Power Control Using Deep Neural Network for Underlay Device-to-Device Communication.
IEEE Wirel. Commun. Lett., 2019
Deep Cooperative Sensing: Cooperative Spectrum Sensing Based on Convolutional Neural Networks.
IEEE Trans. Veh. Technol., 2019
Deep Learning Based Transmit Power Control in Underlaid Device-to-Device Communication.
IEEE Syst. J., 2019
Toward the Realization of Encoder and Decoder Using Deep Neural Networks.
IEEE Commun. Mag., 2019
Proportional Fair Resource Allocation in Energy Harvesting-Based Wireless Networks.
IEEE Syst. J., 2018
Deep Power Control: Transmit Power Control Scheme Based on Convolutional Neural Network.
IEEE Commun. Lett., 2018
A Novel PAPR Reduction Scheme for OFDM System Based on Deep Learning.
IEEE Commun. Lett., 2018
Deep Learning-Aided SCMA.
IEEE Commun. Lett., 2018
Building Encoder and Decoder with Deep Neural Networks: On the Way to Reality.
CoRR, 2018
Application of End-to-End Deep Learning in Wireless Communications Systems.
CoRR, 2018
Learning to Cooperate in Decentralized Wireless Networks.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
Deep Sensing: Cooperative Spectrum Sensing Based on Convolutional Neural Networks.
CoRR, 2017
4-QAM gray coding for deep neural network based decoder training.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2017
Novel Single-RF MIMO System Based on Repetitive Pulse Width Modulation.
IEEE Commun. Lett., 2016
Improvement of HARQ based on redundant data of near user in non-orthogonal multiple access.
Proceedings of the 27th IEEE Annual International Symposium on Personal, 2016
Asynchronous Detection Algorithm for Diffusion-Based Molecular Communication in Timing Modulation Channel.
IEEE Commun. Lett., 2015
A Distributed Self-Organizing Map for DoS attack detection.
Proceedings of the Seventh International Conference on Ubiquitous and Future Networks, 2015
Energy saving schemes for wireless network base station using mobile relay.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2013