一、所获荣誉
1. 2021年 陕西省科技进步二等奖(智能信息特征处理技术研究及其工程应用,2/9)
2. 2020年 入选陕西省高校科协青年人才托举计划
3. 2020年 西安建筑科技大学“青蓝青年学者”
4. 2022年 西安建筑科技大学校级优秀本科毕业设计指导教师
5. 论文《基于资源移动性的空间信息网络混合任务规划方法》获第四届“空间信息网络”学术论坛(2019年,主办方:国家自然科学基金“空间信息网络基础理论与关键技术”重大研究计划指导专家组)优秀论文奖
6. 论文《基于资源互换的空间信息网络任务规划方法》获2019软件定义卫星高峰论坛优秀论文奖
7. 论文《空间信息网络资源移动性利用与分析》获第三届“空间信息网络”学术论坛(2018年,主办方:国家自然科学基金“空间信息网络基础理论与关键技术”重大研究计划指导专家组)优秀论文奖
8. 2008、2015年度国家奖学金
二、学术论文
迄今为止共发表学术论文60余篇,其中以第一作者/通信作者发表论文31篇。
1. Runzi Liu, Yan Shi, King-Shan Lui, Min Sheng, Yu Wang and Yuzhou Li, “Bandwidth Aware High-Throughput Routing with Successive Interference Cancelation in Multihop Wireless Networks,” IEEE Transactions on Vehicular Technology, vol. 64, no. 12, pp. 5866-5877, Dec. 2015.
2. Runzi Liu, Min Sheng, King-Shan Lui, Xijun Wang, Yu Wang and Di Zhou, “An Analytical Framework for Resource-Limited Small Satellite Networks,” IEEE Communications Letters, vol. 20, no. 2, pp. 388-391, Feb. 2016.
3. Runzi Liu, Min Sheng, Chao Xu, Jiandong Li, Xijun Wang and Di Zhou, "Antenna Slewing Time Aware Mission Scheduling in Space Networks," IEEE Communications Letters, vol. 21, no. 3, pp. 516-519, March 2017.
4. Runzi Liu, Min Sheng, King-Shan Lui, Xijun Wang, Di Zhou and Yu Wang, “Capacity of Two-layered Satellite Networks,” Wireless Networks, vol. 23, no. 8, pp. 2651-2669, Nov. 2017.
5. Runzi Liu, Weihua Wu, Zhongyuan Zhao, Xu Ding, Di Zhou, Yan Zhang, "Coordinated planning transmission tasks in heterogeneous space networks: A semi-distributed approach," China Communications, vol. 20, no. 1, pp. 261-276, Jan. 2023.
6. Runzi Liu, Xu Ding, Weihua Wu and Wei Guo, "Distributed Coordination of Space–Ground Multiresources for Remote Sensing Missions" Remote Sensing, vol. 15, no. 13, pp. 3362, 2023.
7. Runzi Liu, Min Sheng and Weihua Wu, "Energy-Efficient Resource Allocation for Heterogeneous Wireless Network With Multi-Homed User Equipments," IEEE Access, vol. 6, pp. 14591-14601, 2018.
8. Runzi Liu, Weihua Wu, Qinghai Yang, Di Zhou and Wenzhu Zhang, "Exploring the Information Capacity of Remote Sensing Satellite Networks," in IEEE Access, vol. 8, pp. 34056-34070, 2020.
9. 刘润滋, 马天赐,吴伟华,要趁红,杨清海.基于分层强化学习的中继卫星网络任务动态调度方法.通信学报,2023,44(07):207-217.
10. 刘润滋,吴伟华,张文柱, 周笛, 张琰. 基于图学习的密集空间网络传输资源调度方法. 电子学报, 2021, 49(11): 2133-2137.
11. 刘润滋,丁旭,王燕妮,夏文超,慕桃,杨清海.面向区域目标观测的多星自主协同任务规划方法.物联网学报,2024,8(02):81-90.
12. 刘润滋,柳辰伟,吴伟华,夏文超,王燕妮,张琰.物联网学报,2026,10(02):189-200.
13. 刘润滋, 盛敏, 唐成圆, 李建东, 杜凯, 杨永安,基于任务拆分聚合的中继卫星系统任务规划方法. 通信学报, 38(a01), 110-117, 2017.
14. Runzi Liu, Yiting Zhu, Yan Zhang, Weihua Wu, Di Zhou and Kai Chi, "Resource Mobility Aware Hybrid Task Planning in Space Information Networks," Journal of Communications and Information Networks, vol. 4, no. 4, pp. 107-116, Dec. 2019.
15. Runzi Liu, Min Sheng, King-Shan Lui, and Yan Shi, “SIC Aware High-Throughput Routing in Multihop Wireless Networks,” 2013 IEEE 24th International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC), pp. 3229-3233, Sept. 8-11, 2013.
16. Runzi Liu, Min Sheng, King-Shan Lui, Xijun Wang, Di Zhou and Yu Wang, “Capacity Analysis of Two-Layered LEO/MEO Satellite Networks”, 2015 IEEE 81st Vehicular Technology Conference (VTC Spring), pp. 1-5, May 11-14, 2015.
17. Runzi Liu, Jing Li, Xiang Ji, Weihua Wu, Di Zhou and Yan Zhang, "Two-Stage Task Planning Based on Resource Interchange in Space Information Networks", 15th EAI International Conference on Communication and Networking in China, 2020.
18. Weihua Wu, Qinghai Yang, Runzi Liu* and Kyung Sup Kwak, "Protocol Design and Resource Allocation for LTE-U System Utilizing Licensed and Unlicensed Bands," IEEE Access, vol. 7, pp. 67068-67080, 2019.
19. Weihua Wu, Qinghai Yang, Runzi Liu*, Tony Q. S. Quek and Kyung Sup Kwak, "Online Spectrum Partitioning for LTE-U and WLAN Coexistence in Unlicensed Spectrum," in IEEE Transactions on Communications, vol. 68, no. 1, pp. 506-520, Jan. 2020.
20. Weihua Wu, Runzi Liu*, Qinghai Yang, Hangguan Shan and Tony Q. S. Quek, "Learning-Based Robust Resource Allocation for Ultra-Reliable V2X Communications," in IEEE Transactions on Wireless Communications, vol. 20, no. 8, pp. 5199-5211, Aug. 2021.
21. Weihua Wu, Runzi Liu*, Qinghai Yang and Tony Q. S. Quek, "Robust Resource Allocation for Vehicular Communications With Imperfect CSI," in IEEE Transactions on Wireless Communications, vol. 20, no. 9, pp. 5883-5897, Sept. 2021
22. Weihua Wu, Runzi Liu*, Qinghai Yang and Tony Q. S. Quek, "Learning-Based Robust Resource Allocation for D2D Underlaying Cellular Network," IEEE Transactions on Wireless Communications, vol. 21, no. 8, pp. 6731-6745, Aug. 2022.
23. Hangkun Xu, Runzi Liu*, "Toward Low Time Fragmentation of Equipment: A Double-DQN Based TT&C Task Planning Approach," Applied Sciences, vol. 13, no. 10, pp. 6326, 2023.
24. 吴伟华, 柴冠华, 杨清海, 刘润滋*. 面向不确定 CSI 随机接入网络的深度稳健资源分配. 通信学报,2020,41(07):29-37.
25. 吴伟华, 刘润滋*, 杨清海.LTE 和 Wi-Fi 网络的双时间尺度未授权频谱划分算法. 通信学 报,2021,42(03):45-53.
26. 纪翔, 刘润滋*, 要趁红, 陈剑豪, 慕桃. 卫星网络测控资源鲁棒调度方法. 天地一体化信息网络. 2023, 4(1): 23-30.
27. Yiting Zhu, Runzi Liu*, Min Sheng, Liqin Yang, Jiandong Li, Weihua Wu, Jianping Liu, “Utilization and Analysis of Resource Mobility in Space Information Networks”, Journal of Communications and Information Networks, vol.4, no.1, pp. 67-77, Mar. 2019.
28. Zhonghe Liu, Runzi Liu*, Yan Zhang and Mengjie Yi, "Fast and Generalizable Task Scheduling in Double-Layered Satellite Network: A Graph-Based Deep Reinforcement Learning Approach," 2026 IEEE Wireless Communications and Networking Conference (WCNC), Kuala Lumpur, Malaysia, 2026, pp. 1-6.
29. Chengyuan Tang, Runzi Liu*, Min Sheng, An Wang, Ningbo Song, Jiandong Li, Weihua Wu, "Task-oriented Resource Management Simulation Platform for Space Information Networks," 2018 10th International Conference on Wireless Communications and Signal Processing (WCSP), Hangzhou, China, 2018, pp. 1-7.
30. Yuanyuan Bi, Runzi Liu*, Min Sheng, Jiandong Li, Weihua Wu, Jiaxin Wu and Zhanwei Wang, "Exploring on the Critical Link Sequence of Satellite Networks," 2019 IEEE 89th Vehicular Technology Conference (VTC2019-Spring), Kuala Lumpur, Malaysia, 2019, pp. 1-6.
31. Jiaxin Wu, Runzi Liu*, Min Sheng, Jiandong Li, Kai Chi and Wanyong Tian, “Coordinated Earth Observation Task Scheduling Algorithm for Multiple Controlling Platforms”, Space Information Networks, Singapore: Springer Singapore, 2019, pp. 99–112.
三、专利及软件著作权
迄今为止共获授权美国发明专利1项、国家发明专利30余项,其中以第一/第二发明人授权发明专利13项。
1. Runzi Liu, Xiang Ji and Wenzhu Zhang. "Method for task planning of space information network based resource interchange." U.S. Patent No. 11,884,423. 30 Jan. 2024.
2. 刘润滋,丁旭,张文柱。专利名称:一种异构空间网络数传任务协同规划方法,中国,专利号:202110004387.8,授权日期:2024年1月23日。
3.刘润滋,纪翔,张文柱。专利名称:一种基于资源互换的空间信息网络任务规划方法,中国,专利号:202011079368.3,授权日期:2022年4月8日。
4.刘润滋,吴家鑫,盛敏,李建东,刘建平,吴伟华,张琰,刘俊宇,文娟,周笛,王占伟,毕媛媛。专利名称:面向多管理平台的对地观测任务分布式协同规划方法,中国,专利号:201811564900.3,授权日期:2021年9月10日。
5.刘润滋,唐成圆,盛敏,李建东,张琰,汪宇,周笛,朱彦,朱乙婷。专利名称:基于任务拆分聚合的数据中继卫星系统任务规划方法,中国,专利号:201711134511.2,授权日期:2021年8月10日。
6.刘润滋,毕媛媛,盛敏,李建东,吴伟华,周笛,刘俊宇,吴家鑫,王占伟。专利名称:基于时延性能的卫星通信网络关键链路序列检测方法,中国,专利号:201910264314.5,授权日期:2021年4月20日。
7.刘润滋,朱乙婷,盛敏,李建东,吴伟华,张琰,刘俊宇,周笛,朱彦。专利名称:基于资源时变图的空间信息网络连通性分析方法,中国,专利号:201810442297.5,授权日期:2021年1月29日。
8.盛敏,刘润滋,李从容,李建东,徐超,汪宇,周笛,何立军,朱彦。专利名称:面向任务的空间信息网络资源管理方法,中国,专利号:201610616435.8,授权日期:2019年1月25日。
9.盛敏,刘润滋,李从容,李建东,徐超,汪宇,周笛,何立军,朱彦。专利名称:基于时变图的空间信息网络资源表征方法,中国,专利号:201610367839.8,授权日期:2018年11月16日。
10.盛敏,刘润滋,张琰,王玺钧,史琰,李渝舟,李建东。专利名称:基于串行干扰消除的高吞吐量无线分布式网络路由方法,中国,专利号:201310331239.2,授权日期:2016年3月2日。
11. 吴伟华,刘润滋,柴冠华,薛瑄,武艳。专利名称:一种D2D网络鲁棒功率控制方法、系统、设备及终端,中国,专利号:202111417686.0,授权日期:2024年04月26日。
12. 吴伟华,刘润滋,柴冠华,郭伟,李静磊。专利名称:面向不完美信道状态信息的车联网功率控制方法及系统,中国,专利号:202111417668.2,授权日期:2024年04月19日。
13. 吴伟华,刘润滋,柴冠华,郭伟,薛瑄。专利名称:一种车联网不确定信道状态信息鲁棒功率控制方法及系统,中国,专利号:202111415467.9,授权日期:2024年06月14日。
社会兼职
IEEE 会员,电子学会会员
IEEE Transactions on Systems, Man and Cybernetics: Systems、IEEE Transactions on Parallel and Distributed Systems、IEEE Access、IEEE Communication Letters、China Communications等国际期刊审稿人
IEEE/CIC ICCC 2017、IEEE IWCMC 2018、IEEE/CIC ICCC 2018、IEEE IWCMC 2019、IEEE VTC2019-Fall、IEEE IWCMC 2022等国际会议的TPC member。