研究方向
空天地融合网络、边缘计算
科研项目
- 国家自然科学基金委员会,面上项目,62273107,车联网边缘计算服务器多载体建模与动态部署方法研究,2023-01-01至2026-12-31,54万元,在研,主持
- 国家自然科学基金委员会,面上项目,62371142,车联网数字孪生体边缘协同部署和隐私保护关键技术研究 ,2024-01-01至2027-12-31,49万元,在研,参与
- 国家自然科学基金委员会,面上项目,61973090,面向脑-机接口的机器学习关键问题研究,2020-01-01至2023-12-31,60万元,在研,参与
- 国家重点研发计划课题,全场景全域网络按需服务管控体系,2020YFB1807801,2020-12-01至2023-12-31,43.48万元,在研,参与
- 国家自然科学基金委员会,青年科学基金项目,61802070,可重构电池组的智能管理与优化,2019-01-01至2021-12-31,27万元,结题,参与
期刊论文
-Xia Deng, Wucheng Lin, Yingxin Hu, Miaomiao Hao,Le Chang, Jiawei Huang. A Load-Balancing Routing Algorithm Based on Ant Colony Optimization and Reinforcement Learning for LEO Satellite Networks. China Communications. To appear. 通讯作者. (中科院三区)
-Xia Deng, Junbin Shao,Le Chang, Junbin Liang. A Blockchain-Based Privacy Protection Protocol using Smart Contracts in LEO Satellite Networks. Peer-to-Peer Networking and Applications. To appear. 通讯作者. (中科院四区)
-Xia Deng,Le Chang, Shouyuan Zeng, Lin Cai, Jianping Pan. Distance-based Back-Pressure Routing for Load-Balancing LEO Satellite Networks. IEEE Transactions on Vehicular Technology, 72(1):1240-1253, 2023. 通讯作者. (中科院二区Top)
-Le Chang, Xia Deng, Jianping Pan, Yun Zhang. Edge Server Placement For Vehicular Ad Hoc Networks in Metropolitans. IEEE Internet of Things Journal, 2022, 9(2): 1575-1590. (中科院一区Top)
-Xia Deng, Shouyuan Zeng,Le Changet al. An ant colony optimization-based routing algorithm for load balancing in LEO satellite networks. Wireless Communications and Mobile Computing, 2022. (中科院四区)
-Yonghua Wang; Xueyang Li; Pin Wan;Le Chang; Xia Deng ; Dueling deep Q-networks for socia l awareness-aided spectrum sharing, Complex & Intelligent Systems, 2021, 4(1): 1-12. (中科院二区)
-Si-Zhe Chen; Yule Wang; Guidong Zhang;Le Chang; Yun Zhang ; Sneak Circuit Theory Based A pproach to Avoiding Short-Circuit Paths in Reconfigurable Battery Systems, IEEE Transactions on I ndustrial Electronics, 2021, 68(12): 12353-12363. (中科院一区)
-邓霞,常乐,梁俊斌,蒋婵,移动机会网络组播路由的研究进展,计算机科学,2018, 45(6): 19-26.
-Yangyang Liu,Le Chang, Jianping Pan. On the performance and fairness of BitTorrent-like data swarming systems with NAT devices. Elsevier Journal of Computer Networks, 2014, 59: 197-212. (中科院三区)
-Le Chang; Jianping Pan; Min Xing ; Effective utilization of user resources in PA-VoD syst ems with channel heterogeneity, IEEE Journal on Selected Areas in Communications, 2013, 31(9): 227-236. (中科院二区Top)
-Le Chang, Yangyang Liu, Zhonghua Wei, Jianping Pan. Optimizing BitTorrent-like peer-to-peer systems in the presence of network address translation devices. Peer-to-Peer Networking and Applications, 2011, 4(3): 274-288. (中科院四区)
会议论文
-Zhihai Tang, Aiwen Huang, Yonghua Wang,Le Chang, Tian Wang. Edge Servers on Wheels: Deployment and Route Planning of Mobile Servers for Internet of Vehicles. IEEE International Conference on Mobility, Sensing, and Networking (MSN 2023), Nanjing, Dec. 2023. 通讯作者. (CCF C)
-Xia Deng, Guole Lin,Le Chang, Fei Tong. Deep Reinforcement Learning for QoE-Aware Offloading in Space-Terrestrial Integrated Networks. IEEE International Conference on Mobility, Sensing, and Networking (MSN 2023), Nanjing, Dec. 2023. 通讯作者. (CCF C)
-Hong Zhang, Sheng Jin, Zhihai Tang andLe Chang. Joint Offloading with Fixed-Site and UAV-Mounted Edge Servers Based on Particle Swarm Optimization. IEEE Conference on Control Science and Systems Engineering (ICCSSE), Shenzhen, Jul. 2023. 本科生一作,指导老师.
专利
-国家发明专利,常乐, 陈思哲, 张泓, 骆智彬, 王玉乐, 章云, 固定站点与无人机搭载边缘服务器的协同部署方法, 2023-6-2, 中国, 202210945509.8. 授权.
-国家发明专利,陈思哲, 王玉乐, 陈子韬,常乐, 张桂东, 章云, 一种免疫短路风险的可重构电池组开关控制方法, 2021-2-19, 中国, 202010144089.4. 授权.
-国家发明专利,陈思哲, 黎荣伟, 王玉乐,常乐,王裕, 章云, 一种储能系统的SOC自均衡调制方法, 2021-1-15, 中国, 202010144749.9. 授权.
-美国专利,Shihai Xiao,Le Chang, Wei Yang, Chen Chen, Storage system, storage device, and hard disk drive scheduling method,2019-07-09, 美国, 15/980,5844. 授权.