Scientific Research

Research Field

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Paper Publications

• Yingzhi Wang. Reinforcement Learning Empowered Grey System Theory: Advancing Intelligence in Traffic Prediction for Wireless Sensor Networks .IEEE Sensors Journal .2023
• Huaifeng Shi. End-to-End Latency Evaluation of the Sat5G Network Based o Stochastic Network Calculus .Computers, Materials & Continua .2020 ,65 (2) :1335–1348
• Huaifeng Shi. BS-HTIS: Buffer Sizing for Heterogeneous Traffic and Integrated System .IEEE ACCESS .2021 ,9 (1) :115237 - 115245
• Huaifeng Shi. AGG: A Novel Intelligent Network Traffic Prediction Method Based on Joint Attention and GCN-GRU .Security and Communication Network .2021 ,2021 (1) :7751484
• 潘成胜. 一体化网络流量理论与链路汇聚及网络融合机理 .指挥与控制学报 .2022 ,8 (4) :402-413
• 蔡睿妍. 基于QoS的卫星网络端-端通信可靠性分析 .航空学报 .2020 ,41 (3) :259-267

Patents

• 一种基于深度强化学习的智能网络路径优选方法与系统
• 基于队列状态的异构链路汇聚节点队列管理方法及系统
• 一种融合流量特征的网络流量预测方法
• 一种指控网络异构链路汇聚流量的端到端时延分析方法
• 一种天地一体化智能网络节点静态处理与缓存方法

Published Books

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Research Projects

• 面向多业务多速率的空间异构链路汇聚控制方法研究 -2021-12-31