A Novel QoS-Awared Grid Routing Protocol in the Sensing Layer of Internet of Vehicles Based on Reinforcement Learning. - Denghui Wang; Qingmiao Zhang; Jian Liu 020; Dezhong Yao 002 (IEEE Access, 2019)

Pilot contamination reduction in TDD-based massive MIMO systems. - Junhui Zhao 001; Shanjin Ni; Yi Gong 001; Qingmiao Zhang (IET Commun., 2019)

Joint 3D Trajectory and Power Optimization for Multiple Antenna Aided NOMA in UAV Networks. - Jie Tang 002; Wanmei Feng; Qingmiao Zhang; Jun-Hui Ou; Xiuyin Zhang; Junhui Zhao 001 (WCSP, 2020)

Cluster-based energy-efficient joint user association and resource allocation for B5G ultra-dense network. - Lin Zhu; Lihua Yang; Qingmiao Zhang; Tianqing Zhou; Jun Hua (Phys. Commun., 2021)

A Deep Learning Approach for Downlink Sum Rate Maximization in Satellite-Terrestrial Integrated Network. - Qingmiao Zhang; Lidong Zhu (ISNCC, 2022)

Intelligent train control for cooperative train formation: A deep reinforcement learning approach. - Danyang Zhang; Junhui Zhao 001; Yang Zhang 048; Qingmiao Zhang (J. Syst. Control. Eng., 2022)

RAT selection for IoT devices in HetNets: Reinforcement learning with hybrid SMDP algorithm. - Hongyi Bian; Qingmiao Zhang; Junhui Zhao 001; Huan Zhang (Phys. Commun., 2022)

Constrained DRL for Energy Efficiency Optimization in RSMA-Based Integrated Satellite Terrestrial Network. - Qingmiao Zhang; Lidong Zhu; Yanyan Chen; Shan Jiang (Sensors, 2023)

Two-Stage Channel Estimation for mmWave Massive MIMO Systems Based on ResNet-UNet. - Junhui Zhao 001; Yao Wu; Qingmiao Zhang; Jieyu Liao (IEEE Syst. J., 2023)

ResNet-WGAN-Based End-to-End Learning for IoV Communication With Unknown Channels. - Junhui Zhao 001; Huiqin Mu; Qingmiao Zhang; Huan Zhang (IEEE Internet Things J., 2023)

Mobile association scheme based on auction algorithm in heterogeneous wireless networks. - Junhui Zhao 001; Xuehan Bao; Hongyi Bian; Qingmiao Zhang; Dongming Wang 002; Lisheng Fan (Ad Hoc Networks, 2024)

Blockchain-Based Trust Management Model for Vehicular Ad Hoc Networks. - Junhui Zhao 001; Fanwei Huang; Longxia Liao; Qingmiao Zhang (IEEE Internet Things J., 2024)

Optimization of resource allocation strategy for high-speed railway based on deep reinforcement learning. - Xu Gao; Junhui Zhao 001; Qingmiao Zhang; Haitao Han (Phys. Commun., 2024)

MEC-enabled resource allocation in Internet of Vehicles. - Yijing Xiao; Junhui Zhao 001; Qingmiao Zhang; Yuwen Huang; Haoyu Quan; Lisheng Fan (Phys. Commun., 2024)

Artificial intelligence in rail transit wireless communication systems: Status, challenges and solutions. - Junhui Zhao 001; Xu Gao; Zhengyuan Wu; Qingmiao Zhang; Haitao Han (Phys. Commun., 2024)

Boosting vehicular connectivity through resource allocation algorithm based on Heterogeneous Agent Proximal Policy Optimization. - Junhui Zhao 001; Xincheng Xiong; Qingmiao Zhang; Shihai Ren; Jingyan Chen; Wei Xu 001; Dongming Wang 002 (Veh. Commun., 2024)

Extended Multi-Component Gated Recurrent Graph Convolutional Network for Traffic Flow Prediction. - Junhui Zhao 001; Xincheng Xiong; Qingmiao Zhang; Dongming Wang 002 (IEEE Trans. Intell. Transp. Syst., 2024)

IoV-Oriented Integrated Sensing, Computation, and Communication: System Design and Resource Allocation. - Junhui Zhao 001; Ruixing Ren; Dan Zou; Qingmiao Zhang; Wei Xu 001 (IEEE Trans. Veh. Technol., 2024)

A reconstruction and recovery network-based channel estimation in high-speed railway wireless communications. - Qingmiao Zhang; Yuhao Zhao; Hanzhi Dong; Junhui Zhao (Digit. Commun. Networks, 2025)

SEAttention-residual based channel estimation for mmWave massive MIMO systems in IoV scenarios. - Junhui Zhao 001; Ruixing Ren; Yao Wu; Qingmiao Zhang; Wei Xu 001; Dongming Wang 002; Lisheng Fan (Digit. Commun. Networks, 2025)

Dynamic Resource Allocation for Multi-Access Edge Computing in Urban Rail Transit. - Qingmiao Zhang; Chenxi Zhang; Junhui Zhao 001; Dongming Wang 002; Wei Xu 001 (IEEE Trans. Veh. Technol., 2025)

Edge Server and Service Deployment Considering Profit With Improved PSO in IoV. - Junhui Zhao 001; Yuwen Huang; Qingmiao Zhang; Dongming Wang 002; Wei Xu 001 (IEEE Syst. J., 2025)

Federated Learning Assisted Intelligent IoV Mobile Edge Computing. - Haoyu Quan; Qingmiao Zhang; Junhui Zhao 001 (IEEE Trans. Green Commun. Netw., 2025)

DRL Beamforming in RIS-Aided IoV for Integrated-Sensing-Communication-Computation. - Ruixing Ren; Junhui Zhao 001; Qingmiao Zhang; Dongming Wang 002; Jiamin Li 001 (IEEE Internet Things J., 2025)

Fog-Based Authentication and Key Agreement Protocol for Internet of Autonomous Vehicle. - Junhui Zhao 001; Jingyan Chen; Longxia Liao; Qingmiao Zhang (IEEE Internet Things J., 2025)