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团队目前聚焦网络化的多智能体无中心分散式协同计算问题,面向低轨卫星集群、无人机集群、物联网、车联网等场景展开了多维度的科研工作。

  1. Buyun Ma, Zhiyuan REN, Wenchi Cheng, Wei zhang, jingqing wang,Latency-Constrained Multi-User Efficient Task Scheduling in Large-Scale Internet of Vehicles,IEEE Transaction on Mobile Computing,2024
  2. 胡嘉琳,任智源,面向韧性拓扑构造的无人机集群功率分配策略,西电学报,网络发布
  3. Hu J, Ren Z, DOCF: A Task-Agnostic Dispersed Collaborative Computing Framework for Aerospace Multi-Agent System[C]// 2023 International Conference on Future Communications and Networks (FCN). IEEE, 2023, accepted.

  4. 马步云、任智源、郭凯,基于算力路由的空间信息网络低时延在轨协同计算策略,遥控遥测,2023,44(05),pp:8-15
  5. Buyun Ma; Zhiyuan Ren; Wenchi Cheng, Traffic Routing-Based Computation Offloading in Cybertwin-Driven Internet of Vehicles for V2X Applications, IEEE Transactions on Vehicular Technology, published online
  6. Chen Wang, REN Zhiyuan, Cheng Wenchi, etc., CDMR: Effective Computing-Dependent Multi-path Routing Strategies in Satellite and Terrestrial Integrated Networks, IEEE Transactions on Network Science and Engineering, accepted
  7. Shuya Zheng, Zhiyuan Ren, Wenchi Cheng, and Hailin Zhang, Minimizing the Latency of Embedding Dependence-Aware SFCs into MEC Network via Graph Theory, IEEE GLOBCOM2021
  8. Buyun Ma, Zhiyuan Ren, and Wenchi Cheng, Credibility Computation Offloading Based Task-Driven Routing Strategy for Emergency UAVs Network, IEEE GLOBCOM2021, 
  9. 马步云,任智源,李赞, 基于多维梯度的卫星集群高可靠协同计算方法,中兴通信技术,2021:36-42
  10. 朱琳;任智源;国晓博;张海林, 基于稳态化的卫星网络低时延路由策略,无线电通信技术, 2021:1-10
  11. 国晓博,任智源,程文驰,纪哲, 低轨卫星网络中业务图驱动的星间协作计算方案, 天地一体化信息网络, 2021:35-44
  12. 王晨,任智源,程文驰,郑书亚,张海林, Time-Expanded Graph-Based Dispersed Computing Policy for LEO Space Satellite Computing, IEEE WCNC 2020, 2020
  13. 马步云,马新策,黄松,任智源, WSN低功耗低时延路径式协同计算方法, 无线电通信技术, 2020:168-177
  14. Xiangwang Hou; Zhiyuan Ren; Jingjing Wang; Shuya Zheng; Wenchi Cheng; Hailin Zhang, Distributed Fog Computing for Latency and Reliability Guaranteed Swarm of Drones, IEEE Access, 2020:7117-7130
  15. 郑书亚,任智源,侯向往,张海林, Optimal Communication-Computing-Caching for Maximizing Revenue in UAV-Aided Mobile Edge Computing, IEEE GLOBECOM 2020, 2020:1-6
  16. 侯向往,任智源,王景璟,郑书亚,张海林, Latency and Reliability Oriented Collaborative Optimization for Multi-UAV Aided Mobile Edge Computing System, IEEE INFOCOM 2020, 2020:150-156
  17. X. Hou, Z. Ren, J. Wang, W. Cheng, Y. Ren, K.-C. Chen, and H. Zhang, Reliable Computation Offloading for Edge-Computing-Enabled Software-Defined IoV, IEEE Internet of Things Journal, 2020:7097-7111
  18. 张夏童, 任智源, 胡锦涛,张怡,张海林, 面向医疗大数据任务低时延需求的路径计算方案, 西安交通大学学报, 2020:119-126
  19. 侯向往,任智源,程文驰,陈晨,张海林, Fog based computation offloading for swarm of drones, IEEE ICC 2019, 2019:1-7
  20. Hou Xiangwang, REN Zhiyuan, Yang Kun, Chen Chen, Zhang Hailin, Xiao Yao, IIoT-MEC: A novel mobile edge computing framework for 5G-enabled IIoT, IEEE WCNC 2019, 2019:1-7
  21. Wang Yiming, REN Zhiyuan, Zhang Hailin, Hou Xiangwang, Xiao Yao, “Combat Cloud-Fog” Network Architecture for Internet of Battlefield Things and Load Balancing Technology, IEEE SMARTIOT 2018 - IEEE International Conference on Smart Internet of Things, 2018:263-268
  22. ​​​​​​Shi Chenhua, Ren Zhiyuan, Yang Kun, Chen Chen, Zhang Hailin, Xiao Yao, Hou Xiangwang. Ultra-Low Latency Cloud-Fog Computing for Industrial Internet of Things [C]. IEEE Wireless Communications and Networking Conference. 2018.
  23. Xiao Yao, Ren Zhiyuan, Zhang Hailin, Chen Chen. A Novel Task Allocation for Maximizing Reliability Considering Fault-Tolerant in VANET Real-Time Systems [C]. IEEE 28th Annual International Symposium on Personal Indoor and Mobile Radio Communications. 2017.
  24. Ren Zhiyuan, Chen Hsiaohwa, Chen Weizen. Distortion-characteristic estimation predistorter for high-efficiency power amplifiers[J]. IET Signal Processing, 2017, 10(9):1024-1030.
  25. He Xiuli, Ren Zhiyuan, Shi Chenhua, Fang Jian. A novel load balancing strategy of software-defined cloud/fog networking on the Internet of Vehicles[J]. China Communications, 2016, 13(S2):140-149.
  26. Shi Chenhua, Ren Zhiyuan, He Xiuli. Research on Load Balancing for Software-Defined Cloud-Fog Network in Real-Time Mobile Face Recognition[C]// International Conference on Communications and Networking in China. Springer, Cham, 2016:121-131.
  27. 任智源,肖尧,郭凯,程文驰,张海林.面向低时延业务需求的分布式可穿戴单兵作战信息系统[J].国防科技大学学报
  28. 任智源,侯向往,郭凯,张海林,陈晨.分布式卫星云雾网络及其实验与能耗策略[J].浙江大学学报
  29. 何秀丽, 任智源, 史晨华, 丛犁. 面向医疗大数据的云雾网络及其分布式计算方案[J]. 西安交通大学学报, 2016, 50(10):71-77.
  30. Ren Zhiyuan, Li Yongzhao, Zhang Hailin, Han Kun. A high power efficiency method using orthogonal signal decomposition in a high PAPR system[J]. Science China Information Sciences, 2013, 56(4):1-7.
  31. Ren Zhiyuan, Zhang Hailin. A novel distortion elimination method of the power amplifier in wideband OFDM system[J]. Science China Information Sciences, 2012, 55(2):396-406.
  32. Ren Zhiyuan, Zhang Hailin, Guo Kai. A novel method for the improvement of power efficiency in high peak-to-average-power ratio communication systems[J]. Science China Information Sciences, 2010, 53(8):1697-1702.
团队承担的科研工作

依托团队科研成果,围绕卫星集群协同计算、高动态网络管理、高速流式处理等核心难题,瞄准计算机与网络交叉前沿方向,承担多项国家、省部级科研项目

  • 纵向项目
  1. 科技部重点研发计划国际合作项目,6G全云化网络架构国际合作项目,2024-2026,执行中
  2. 科技部重点研发计划,基于全频多模快速扫描的智能精准探测技术与装备研究,2023-2025,执行中
  3. 科研重点项目,面向自适应XX动态重构技术分合同,2022-2024,执行中
  4. 陕西省重点产业链基金,大规模集群无人机多模态组网及网络化抗干扰技术,2022-2024,执行中
  5. 科技部重点研发计划,“行为”驱动的微服务化自适应无线网,已结题
  6. 科技部重点研发计划,开源无线智能协作社区平台及行业示范应用,已结题
  7. 科技部重点研发计划,面向无人机机群协同作业的区域救援目标识别及生命定位技术装备,2022-2024,执行中
  8. 科技部重点研发计划国际合作项目,基于多域智能宽带机动自组网应急通信系统,已结题
  9. 科技部重点研发计划,5G有线无线一体化计算、业务与传输融合,已结题
  10. 自然基金项目,基于特征提取预失真的高功效线性功放技术研究,已结题
  • 横向项目
  1. 基于SRv6的卫星网络可编程交换技术服务,2023-2024,执行中
  2. 数传网络测试子系统软件,2023-2024,执行中
  3. 基于覆盖信道网络的低速控制面协议技术研究,2023-2024,执行中
  4. 低轨信关站协议网关协议处理软件,2022-2024,执行中
  5. 低轨卫星确定性路由规划技术研究,已结题
  6. 星地通信网络链路仿真建模技术研究,已结题
  7. 卫星星座物理拓扑健康评估技术,2022-2023,已结题
  8. 组网协议仿真工作软件,2023-2024,已结题
  9. 多服务节点动态重组与XX技术研究,2023-2024,已结题
  10. 基于微服务架构的分散化控制平台设计与实现,已结题
  11. 基于分散计算的天基网络服务关键技术研究,已结题
  12. 多域模块化网络技术,已结题
  13. 企空间业务智能识别分类算法及仿真分析,已结题
  14. 模块化一体化轻量化多域应急网络研究,已结题