【研究方向】

[1] 边缘服务器部署优化; 

【知识产权成果】

[1] 发明专利：一种基于乌鸦搜索算法的边缘服务器部署方法。申请日: 2023.07.04, 公开日:2023.09.15, 申请号: 202310808546.9.

[2] 发明专利：一种基于改进粒子群算法的边缘服务器部署方法. 申请日：2023.08.30, 公开日:2023.11.03, 申请号：202311104877.0.

【论文成果】

[1] Qinglong Xu, Zhenguo Gao*, Yang Jiang, Qiren Gan, Yunlong Zhao, Hsiao-Chun, Wu. Budget-constrained Edge server expansion deployment 

via genetic algorithm and particle swarm optimization. IEEE Interent of Things Journal. 

https://doi.org/10.1109/JIOT.2025.3600354. Early Access, PDF.

[2] Zhenguo Gao*, Qinglong Xu, Yang Jiang, Qi Zhang, Xiang Li, Zhimao Lu. Joint optimization of 3D UAV deployment and task offloading

 for UAV-based MEC systems with adjustable communication beamwidth. IEEE Transactions on Vechicular Technology, 

https://doi.org/10.1109/TVT.2025.3593992. Early Access.