2025
Performance Monitoring-Enabled Reliable AI-Based CSI Feedback.
IEEE Trans. Wirel. Commun., January, 2025
Efficient Deep Learning-Based Cascaded Channel Feedback in RIS-Assisted Communications.
IEEE Trans. Veh. Technol., January, 2025
2024
AI/ML for Beam Management in 5G-Advanced: A Standardization Perspective.
IEEE Veh. Technol. Mag., December, 2024
Mobile Blockchain-Enabled Secure and Efficient Information Management for Indoor Positioning With Federated Learning.
IEEE Trans. Mob. Comput., December, 2024
End-to-End Communication With Task-Driven CSI Acquisition in Multiple-Antenna Systems.
IEEE Wirel. Commun. Lett., October, 2024
Auto-CsiNet: Scenario-Customized Automatic Neural Network Architecture Generation for Massive MIMO CSI Feedback.
IEEE Trans. Wirel. Commun., October, 2024
Multi-Domain Correlation-Aided Implicit CSI Feedback Using Deep Learning.
IEEE Trans. Wirel. Commun., October, 2024
Learning-Based Integrated CSI Feedback and Localization in Massive MIMO.
IEEE Trans. Wirel. Commun., October, 2024
Facilitating AI-Based CSI Feedback Deployment in Massive MIMO Systems With Learngene.
IEEE Trans. Wirel. Commun., September, 2024
Global-Local Features Reconstruction Network for FDD Massive MIMO CSI Feedback.
IEEE Wirel. Commun. Lett., August, 2024
Lightweight Neural Network With Knowledge Distillation for CSI Feedback.
IEEE Trans. Commun., August, 2024
Communication-Efficient Personalized Federated Edge Learning for Massive MIMO CSI Feedback.
IEEE Trans. Wirel. Commun., July, 2024
Fluid Antenna for Mobile Edge Computing.
IEEE Commun. Lett., July, 2024
AI for CSI Feedback Enhancement in 5G-Advanced.
IEEE Wirel. Commun., June, 2024
Knowledge-Driven Meta-Learning for CSI Feedback.
IEEE Trans. Wirel. Commun., June, 2024
SCANet: A lightweight deep learning network for massive MIMO CSI feedback based on spatial and channel attention mechanism.
Phys. Commun., 2024
Deep learning for joint channel estimation and feedback in massive MIMO systems.
Digit. Commun. Networks, 2024
Median Filters for Anisotropic Wetting / Dewetting Problems.
CoRR, 2024
Achievable Rate Analysis and Optimization of Double-RIS Assisted Spatially Correlated MIMO with Statistical CSI.
CoRR, 2024
A Survey of Beam Management for mmWave and THz Communications Towards 6G.
IEEE Commun. Surv. Tutorials, 2024
Fluid Antenna-enabled Integrated Sensing, Communication, and Computing Systems.
Proceedings of the 16th International Conference on Wireless Communications and Signal Processing, 2024
CQI Generation for AI-Enabled CSI Feedback.
Proceedings of the 16th International Conference on Wireless Communications and Signal Processing, 2024
Secure and Efficient Data Sharing for Indoor Positioning with Federated Learning in Mobile Blockchain Networks.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024
Vision-aided Multi-user Beam Tracking for mmWave Massive MIMO System: Prototyping and Experimental Results.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024
An Emotion Recognition with Online Learning Data Using Deep Learning Approaches.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024
2023
Multi-Task Learning-Based CSI Feedback Design in Multiple Scenarios.
IEEE Trans. Commun., December, 2023
Multi-scale fusion and adaptively attentive generative adversarial network for image de-raining.
Appl. Intell., December, 2023
Deep Learning-Based Two-Timescale CSI Feedback for Beamforming Design in RIS-Assisted Communications.
IEEE Trans. Veh. Technol., April, 2023
Deep-Unfolding-Based Bit-Level CSI Feedback in Massive MIMO Systems.
IEEE Wirel. Commun. Lett., 2023
DGPF-RENet: A Low Data Dependence Network With Low Training Iterations for Hyperspectral Image Classification.
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IEEE Trans. Geosci. Remote. Sens., 2023
AI/ML for Beam Management in 5G-Advanced.
CoRR, 2023
A Survey of Blockchain and Artificial Intelligence for 6G Wireless Communications.
IEEE Commun. Surv. Tutorials, 2023
Automatic Neural Network Design of Scene-customization for Massive MIMO CSI Feedback.
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023
Communication-efficient Federated Edge Learning for Massive MIMO CSI Feedback.
Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023
Demo: Reconfigurable Distributed Antennas and Reflecting Surface (RDARS)-aided Integrated Sensing and Communication System.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023
Integrated CSI Feedback and Localization Using Deep Learning.
Proceedings of the IEEE International Conference on Communications, 2023
Deep Learning-based Implicit CSI Feedback for Time-varying Massive MIMO Channels.
Proceedings of the IEEE International Conference on Communications, 2023
2022
Overview of Deep Learning-Based CSI Feedback in Massive MIMO Systems.
IEEE Trans. Commun., 2022
CAnet: Uplink-Aided Downlink Channel Acquisition in FDD Massive MIMO Using Deep Learning.
IEEE Trans. Commun., 2022
Environment Knowledge-Aided Massive MIMO Feedback Codebook Enhancement Using Artificial Intelligence.
IEEE Trans. Commun., 2022
Deep Learning-Based Implicit CSI Feedback in Massive MIMO.
IEEE Trans. Commun., 2022
A Monotone, Second Order Accurate Scheme for Curvature Motion.
SIAM J. Numer. Anal., 2022
User-Centric Online Gossip Training for Autoencoder-Based CSI Feedback.
IEEE J. Sel. Top. Signal Process., 2022
Eliminating CSI Feedback Overhead via Deep Learning-Based Data Hiding.
IEEE J. Sel. Areas Commun., 2022
Unsupervised Online Learning in Deep Learning-Based Massive MIMO CSI Feedback.
IEEE Commun. Lett., 2022
On Median Filters for Motion by Mean Curvature.
CoRR, 2022
AI for CSI Feedback Enhancement in 5G-Advanced and 6G.
CoRR, 2022
Multi-task Learning-based CSI Feedback Design in Multiple Scenarios.
CoRR, 2022
Deep Data Hiding-based CSI Feedback Overhead Elimination: An Initial Investigation.
Proceedings of the IEEE International Conference on Communications, 2022
2021
Model-Based Learning Network for 3-D Localization in mmWave Communications.
IEEE Trans. Wirel. Commun., 2021
Deep Learning-Based CSI Feedback for Beamforming in Single- and Multi-Cell Massive MIMO Systems.
IEEE J. Sel. Areas Commun., 2021
Lightweight Convolutional Neural Networks for CSI Feedback in Massive MIMO.
IEEE Commun. Lett., 2021
Deep learning based user scheduling for massive MIMO downlink system.
Sci. China Inf. Sci., 2021
AI-enhanced Codebook-based CSI Feedback in FDD Massive MIMO.
Proceedings of the 94th IEEE Vehicular Technology Conference, 2021
2020
Compression and Acceleration of Neural Networks for Communications.
IEEE Wirel. Commun., 2020
Convolutional Neural Network-Based Multiple-Rate Compressive Sensing for Massive MIMO CSI Feedback: Design, Simulation, and Analysis.
IEEE Trans. Wirel. Commun., 2020
Adversarial attack on DL-based massive MIMO CSI feedback.
J. Commun. Networks, 2020
AI enabled wireless communications with real channel measurements: Channel feedback.
J. Commun. Inf. Networks, 2020
Deep Learning for Joint Channel Estimation and Feedback in Massive MIMO Systems.
CoRR, 2020
DL-based CSI Feedback and Cooperative Recovery in Massive MIMO.
CoRR, 2020
A bone age assessment system for real-world X-ray images based on convolutional neural networks.
Comput. Electr. Eng., 2020
2019
Multi-Beam NOMA for Hybrid mmWave Systems.
IEEE Trans. Commun., 2019
3-D Positioning and Environment Mapping for mmWave Communication Systems.
CoRR, 2019
Joint Scheduling and Deep Learning-Based Beamforming for FD-MIMO Systems Over Correlated Rician Fading.
IEEE Access, 2019
A Distributed Multi-RF Chain Hybrid mmWave Scheme for Small-Cell Systems.
Proceedings of the 2019 IEEE International Conference on Communications, 2019
A Novel Quantization Method for Deep Learning-Based Massive MIMO CSI Feedback.
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019
2018
Advanced Multiple-Input and Multiple Output Technology in Wireless Communication Networks.
PhD thesis, 2018
An Achievable Throughput Scaling Law of Wireless Device-to-Device Caching Networks With Distributed MIMO and Hierarchical Cooperations.
IEEE Trans. Wirel. Commun., 2018
A Novel Linear Physical-Layer Network Coding Scheme for Y-Channel Without Transmitter CSI.
IEEE Trans. Veh. Technol., 2018
Enhancing Cellular Performance Through Device-to-Device Distributed MIMO.
IEEE Trans. Commun., 2018
A Review of Wideband Wide-Angle Scanning 2-D Phased Array and Its Applications in Satellite Communication.
J. Commun. Inf. Networks, 2018
Relative location prediction in CT scan images using convolutional neural networks.
Comput. Methods Programs Biomed., 2018
Channel-based Rate Selection for Commodity RFID Networks.
Proceedings of the 28th International Telecommunication Networks and Applications Conference, 2018
A Multi-Beam NOMA Framework for Hybrid mmWave Systems.
Proceedings of the 2018 IEEE International Conference on Communications, 2018
2017
A deep learning-based method for relative location prediction in CT scan images.
CoRR, 2017
Fairness Comparison of Uplink NOMA and OMA.
Proceedings of the 85th IEEE Vehicular Technology Conference, 2017
Wireless Device-to-Device Caching Networks with Distributed MIMO and Hierarchical Cooperations.
Proceedings of the 2017 IEEE Global Communications Conference, 2017
2016
Linear Physical-Layer Network Coding for the Fading Y-Channel without Transmitter Channel State Information.
Proceedings of the IEEE 84th Vehicular Technology Conference, 2016
2015
Linear Vector Physical-Layer Network Coding for MIMO Two-Way Relay Channels: Design and Performance Analysis.
IEEE Trans. Commun., 2015
Design of linear physical-layer network coding for MIMO two-way relay channels without transmitter CSI.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015