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, Traffic Routing-Based Computation Offloading in Cybertwin-Driven Internet of Vehicles for V2X Applications, IEEE Transactions on Vehicular Technology, published online
2. 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
3. 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
4. Buyun Ma, Zhiyuan Ren, and Wenchi Cheng, Credibility Computation Offloading Based Task-Driven Routing Strategy for Emergency UAVs Network, IEEE GLOBCOM2021, 
5. 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
6. 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
7. 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
8. 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
9. 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
10. 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
11. 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
12. 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
13. 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
14. 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
15. 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
16. 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
17. 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
18. ​​​​​​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.
19. 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.
20. Ren Zhiyuan, Chen Hsiaohwa, Chen Weizen. Distortion-characteristic estimation predistorter for high-efficiency power amplifiers[J]. IET Signal Processing, 2017, 10(9):1024-1030.
21. 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.
22. 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.
23. 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
24. 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
25. 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.
26. 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.
27. 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.
28. 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.

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

1. 科技部重点研发计划，‘行为 ’驱动的微服务化自适应无线网，执行中
2. 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，执行中
3. 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，执行中
4. 企事业单位研发项目，基于微服务架构的分散化控制平台设计与实现，执行中
5. 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，执行中
6. 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
7. 企事业单位研发项目，基于分散计算的天基网络服务关键技术研究，已结题
8. 企事业单位研发项目，多域模块化网络技术，已结题
9. 企事业单位研发项目，空间业务智能识别分类算法及仿真分析，已结题
10. 企事业单位研发项目，模块化一体化轻量化多域应急网络研究，已结题
11. 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