Fan Meng

According to our database, Fan Meng authored at least 18 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Scalable Deep Reinforcement Learning-Based User Pairing for Cell-Free MIMO Network.

Fan Meng, Xiao Bai, Zening Liu, Cheng Zhang, Huan Ni, Jingze Wu, Zhiyu Yang, Jianjie You, Yongming Huang, Dong Han

IEEE Wirel. Commun. Lett., 2026

Delay Deterministic Cell-Free MIMO Transmission via Safety Reinforcement Learning.

Fan Meng, Cheng Zhang, Yongming Huang, Xiaohu You

IEEE Trans. Wirel. Commun., 2026

2025

Joint Optimization of Data- and Model-Driven Probing Beams and Beam Predictor.

Tianheng Lu, Fan Meng, Zhilei Zhang, Yongming Huang, Cheng Zhang, Xiaoyu Bai

IEEE Wirel. Commun. Lett., August, 2025

BFP-Net: A DL-based ISAC beamforming prediction method for extended vehicle.

Peng Chen, Ting Zhou, Zhimin Chen, Fan Meng, Jun Liu

Veh. Commun., 2025

Two-level Beam Tracking for UAV communications via Data-driven Probalistic Inference.

Chaoyang Zhang, Fan Meng, Zhilei Zhang, Xiaoyu Bai, Qi Zhang, Yongming Huang, Cheng Zhang, Jianjun Zhang

Proceedings of the 2025 IEEE Global Communications Conference, 2025

2024

Traffic-Aware Hierarchical Beam Selection for Cell-Free Massive MIMO.

Chenyang Wang, Cheng Zhang, Fan Meng, Yongming Huang, Wei Zhang

IEEE Trans. Commun., October, 2024

TDoA positioning with data-driven LoS inference in mmWave MIMO communications.

Fan Meng, Shengheng Liu, Songtao Gao, Yiming Yu, Cheng Zhang, Yongming Huang, Zhaohua Lu

Signal Process., 2024

Entropy-based Probing Beam Selection and Beam Prediction via Deep Learning.

Fan Meng, Cheng Zhang, Yongming Huang, Zhilei Zhang, Xiaoyu Bai, Zhaohua Lu

CoRR, 2024

2023

Traffic-Aware Hierarchical Beam Selection for Cell-Free Massive MIMO.

Chenyang Wang, Cheng Zhang, Fan Meng, Yongming Huang

Proceedings of the International Conference on Wireless Communications and Signal Processing, 2023

2022

Learning-Aided Beam Prediction in mmWave MU-MIMO Systems for High-Speed Railway.

Fan Meng, Shengheng Liu, Yongming Huang, Zhaohua Lu

IEEE Trans. Commun., 2022

Learnable Model-Driven Performance Prediction and Optimization for Imperfect MIMO System: Framework and Application.

Fan Meng, Shengheng Liu, Yongming Huang, Zhaohua Lu

CoRR, 2022

Adaptive mm Wave Beam Tracking in 3D Scenes via Multi - Agent Deep Q Learning.

Yuncheng Lu, Fan Meng, Yongming Huang, Zhaohua Lu, Fei Yu

Proceedings of the 14th International Conference on Wireless Communications and Signal Processing, 2022

Learning to Predict and Optimize Imperfect MIMO System Performance: Framework and Application.

Jingyi Su, Fan Meng, Shengheng Liu, Yongming Huang, Zhaohua Lu

Proceedings of the IEEE Global Communications Conference, 2022

2021

Learning-Aided Beam Management for mmWave High-Speed Railway Networks.

Yuqi Zhang, Shengheng Liu, Zhaohua Lu, Fan Meng, Yongming Huang

Proceedings of the IEEE Global Communications Conference, 2021

2020

Power Allocation in Multi-User Cellular Networks: Deep Reinforcement Learning Approaches.

Fan Meng, Peng Chen, Lenan Wu, Julian Cheng

IEEE Trans. Wirel. Commun., 2020

2018

Automatic Modulation Classification: A Deep Learning Enabled Approach.

Fan Meng, Peng Chen, Lenan Wu, Xianbin Wang

IEEE Trans. Veh. Technol., 2018

NN-based IDF demodulator in band-limited communication system.

Fan Meng, Peng Chen, Lenan Wu

IET Commun., 2018

Power Allocation in Multi-user Cellular Networks With Deep Q Learning Approach.

Fan Meng, Peng Chen, Lenan Wu

CoRR, 2018