刘留

博士、教授、电信学院 副院长

基本信息

办公电话:010-51683081 电子邮件: liuliu@bjtu.edu.cn
通讯地址:北京市海淀区西直门外上园村3号 北京交通大学电子信息工程学院 宽带无线移动通信研究所 邮编:100044

教育背景

1.   2017年12月至今,北京交通大学电子信息工程学院,宽带无线移动通信研究所,教授;
2.    2012年6月— 2017年12月,北京交通大学电子信息工程学院,宽带无线移动通信研究所,副教授;
3.   2010年7月— 2012年6月,北京交通大学电子信息工程学院,交通信息工程及控制博士后流动站,博士后;
4.   2005年9月— 2010年6月,北京交通大学电子信息工程学院,通信与信息系统,博士;
5.   2004年9月— 2005年6月,北京交通大学电子信息工程学院,通信与信息系统,硕士;
6.   2000年9月— 2004年6月,北京交通大学电子信息工程学院,通信与信息系统,本科;

工作经历

研究方向

  • 宽带移动通信系统与专用移动通信
  • 信息处理与人工智能
  • 通信工程
  • 人工智能
  • 新一代电子信息技术

招生专业

  • 信息与通信工程硕士
  • 通信工程(含宽带网络、移动通信等)硕士
  • 信息与通信工程博士
  • 通信工程(含宽带网络、移动通信等)博士
  • 人工智能硕士
  • 新一代电子信息技术(含量子技术等)博士
  • 人工智能博士

科研项目

  • 自然科学横向项目: 车联网半实物仿真平台测试组件研发及测试, 2024-2025
  • 北京市自然基金“面上”: 受限狭长管道电波覆盖与衰落特性研究, 2024-2026
  • 国家重点研发计划-课题: 复杂场景的快速感知与高动态环境的三维自动重建, 2023-2026
  • 国铁集团科技开发计划课题: 基于低轨卫星技术的铁路星地数据通信关键技术研究, 2023-2024
  • 自然科学横向项目: 面向异构网络融合的开放式网络研究技术服务项目, 2023-2023
  • 国家自然科学基金“专项基金项目”: 面向服务的天空地融合信息网络基础理论与技术, 2023-2024
  • 红果园国家级“科技委”: 基于人工智能的感知辅助信道预测和传输波形库研究, 2022-2023
  • 自然科学横向项目: 5G 车联网演进技术标准研究、产品研发以及应用示范项目, 2023-2024
  • 自然科学横向项目: 5G车路协同网络服务能力研发及验证项目, 2021-2024
  • 其它(科技处): 5G专网窄波束信道测量及建模研究, 2022-2024
  • 红果园-"其他部市": 动平台无线突发通信超快时间同步算 法研究, 2022-2024
  • 自然科学横向项目: 跨天线信道预测技术研究, 2022-2024
  • 自然科学横向项目: 车联网融合通信技术测试验证和标准化平台项目(车联网仿真场景构建及开发), 2022-2024
  • 北京市自然基金“轨道交通联合”: 基于低时延、高可靠通信的城市轨道交通自组网路由关键技术研究, 2021-2024
  • 北京市自然基金“轨道交通联合”: 面向城轨交通的低时延、大带宽和高可靠的无线自组织网络关键技术研究, 2021-2024
  • 自然科学横向项目: 城市轨道交通智能运维管理系统方案研究, 2020-2022
  • 自然科学横向项目: 5G通信技术应用于高铁无线网络传输的研究, 2021-2021
  • 自然科学横向项目: 车联网无线信道测量与建模技术服务项目, 2021-2022
  • 其它: 高速铁路大规模MIMO通信系统信道测量与建模, 2021-2022
  • 北京市自然基金“轨道交通联合”: 低真空管道超高速磁悬浮列车车地通信组网及关键技术研究, 2020-2023
  • 国家重点研发计划-任务: 非对称毫米波亚毫米波大规模MIMO信道仿真, 2020-2023
  • 国家自然科学基金“面上”: 面向智能高速铁路车地通信的窄波束信道测量与建模研究, 2021-2024
  • 其它: 特长隧道地形条件下宽带移动通信系统覆盖技术和方案研究, 2020-2021
  • 自然科学横向项目: 复杂电磁环境下变电站无线网络可靠性技术研究(总), 2020-2024
  • 北京市科委: 北京市科技新星交叉项目, 2019-2021
  • 国家自然科学基金“重点”: 面向未来移动通信的低功耗安全智慧物联网系统关键技术研究, 2020-2024
  • 自然科学横向项目: 移动基站共址高压输电铁塔的安全运检关键技术研究, 2019-2021
  • 重大资助项目: 后5G智慧物联中面向物理与链路层关键技术研究, 2019-2026
  • 重点资助项目: 真空管道超高速列车宽带无线通信关键问题研究, 2018-2023
  • 北京市自然基金“海淀联合-重点”: 高可靠、高效率、高精度的毫米波信道数据挖掘研究, 2017-2021
  • 基础研究项目: 基于机器学习的高速铁路无线信道特征分析, 2018-2021
  • 国家重点实验室: 高速铁路协作MIMO通信系统信道特性分析与建模, 2018-2019
  • 北京市自然基金: 纵向预研基金-北京市自然科学基金- KWE314002531, 2017-2019
  • 其他部市(2020.10起仅限省部级科技计划\基金\专项): 非适宜传播环境下Massive MIMO系统传输容量研究, 2017-2018
  • 北京市自然基金: 高速铁路场景多链路传播信道模型研究, 2017-2018
  • 科研专项: 大规模多天线系统传输性能研究, 2017-2018
  • 国家重点研发计划: 大型交通基础设施的灾害链机理、灾情评估及防灾减灾技术, 2016-2020
  • 其它: 车站防错办系统配置推广应用开发, 2016-2020
  • 北京市科委: 北京市科技新星, 2016-2018
  • 国家重大专项(民口): 5G低功耗深覆盖海量连接技术方案与试验系统研发, 2016-2019
  • 其它: 车站行车作业预警监控系统推广应用开发, 2016-2020
  • 自然科学类人才基金项目: 高速铁路场景多链路无线信道测量与建模研究, 2016-2018
  • 国家自然科学基金: 纵向预研基金-国家自然科学基金- KWA811011533, 2015-2018
  • 基础研究项目: 大规模多天线系统信道衰落相关性研究, 2015-2016
  • 国家自然科学基金“面上”: 多用户大规模多天线系统无线信道测量与衰落相关性研究, 2015-2018
  • 其它: 大规模MIMO信道传播特性研究, 2014-2017
  • 科技部“863”: Massive MIMO无线信道测量研究, 2014-2016
  • 重大资助项目: Massive MIMO无线传播信道测量与建模研究, 2014-2016
  • 北京市自然基金“面上”: 地铁隧道场景无线信道非平稳传播模型构建与LTE物理层信道估计优化, 2014-2016
  • 重大资助项目: 无线信道综合测试仪的研制, 2013-2015
  • 自然科学类人才基金项目: 高速铁路带状覆盖蜂窝传播特性研究1, 2013-2013
  • 其他部市(2020.10起仅限省部级科技计划\基金\专项): 基于图论的无线信道建模研究, 2012-2014
  • 自然科学横向项目: 朔黄铁路TD-LTE宽带移动网络场强测试系统, 2012-2013
  • 国家自然科学基金“重点”: 面向地下轨道交通的无线信道模型构建与应用, 2012-2016
  • 北京市自然基金“面上”: 带状覆盖场景下快变多普勒无线信道测量与建模方法研究, 2012-2013
  • 基础研究项目: 基于几何随机分布理论的高铁无线信道建模, 2012-2012
  • 自然科学横向项目: 信道测量(四期), 2011-2012
  • 国家重大专项(民口)-参加: 宽带无线专网总体技术及标准化研究, 2011-2013
  • 自然科学横向项目: 高铁宽带无线信道测量与建模方法研究, 2011-2013
  • 国家自然科学基金"青年基金": 高速铁路宽带无线信道非平稳特性的研究, 2012-2014
  • 国家自然科学基金"青年基金": 高速移动环境下快速动态无线资源优化的研究, 2012-2014
  • 国家重大专项(民口)-参加: 宽带多媒体集群系统技术验证(超宽带模式), 2011-2012
  • 基本科研业务费研究生创新项目: 高速条件下宽带无线接入Doppler消除新方法的研究, 2010-2011
  • 自然科学横向项目: 支持TD-LTE高移动性的物理层关键技术研究(2011), 2011-2011
  • 其他部市(2020.10起仅限省部级科技计划\基金\专项): 基于3G网络的高速铁路宽带无线信道测量与建模, 2011-2011
  • 自然科学横向项目: LTE-A高铁环境下的信道实际测量和模型的建立 (2011), 2010-2011
  • 自然科学横向项目: LTE-A高铁环境下的信道实际测量和模型的建立, 2010-2011
  • 自然科学横向项目: 支持TD-LTE高移动性的物理层关键技术研究, 2011-2010
  • 国家自然科学基金“重点”: 地面超高移动性宽带无线通信关键问题, 2011-2014

教学工作

本科生:数字信号处理,信号与系统

博士生学位课:宽带无线移动通信理论

论文/期刊

  1. Zijie Han, Liu Liu, Zhaoyang Su, Xianglong Duan, Yuchen Cai and Yi Yin. Multi-attribute Decision Satellite Access Algorithm Based on User Priority and Business Requirements[C]. 2024 IEEE 24th International Conference on Communication Technology, 2024.
  2. Meilu Liu, Liu Liu, Kai Wang, Zhaoyang Su and Yuchen Cai. Research on Resource Management for High-Speed Train in Vacuum Tube[C]. 2024 IEEE 24th International Conference on Communication Technology, 2024.
  3. Zhendong Zhang, Liu Liu, Jiachi Zhang, Xinxing Li and Yuchen Cai. A Grid Mapping Algorithm Utilizing Limited Bandwidth Millimeter-Wave Radar[C]. 2024 14th International Symposium on Antennas, Propagation, and EM Theory, 2024.
  4. Yuchen Cai, Pei Gao, Xiankui Luo, Chao Cai, Zhaoyang Su, Xianglong Duan and Liu Liu. Joint Task Offloading and Resource Allocation Strategy for MEC Enabled LEO Satellite Networks[C]. The 2nd International Conference on Networks, Communications and Intelligent Computing, 2024.
  5. Su, Z., Yin, Y., Duan, X., Han, Z., Zhou, T. and Liu, L. (2024), A 3D LEO Channel Model Based on GBSM for Satellite-Ground Communication Scenario. Int J Satell Commun Network. https://doi.org/10.1002/sat.1539
  6. Jiachi Zhang, Liu Liu, Wireless channel characterizations in UMi scenarios via ray-tracing at 28 GHz: A perspective of asymmetric beams, Physical Communication, Volume 66, https://doi.org/10.1016/j.phycom.2024.102450.
  7. Zhang J, Liu L. Shadow fading analysis over asymmetric beam channel at 2.1 GHz in outdoor scenarios. Microw Opt Technol Lett. 2024; 66:e34349. doi:10.1002/mop.34349
  8. J. Zhang, J. Qiu, X. Lin, C. Cai, Y. Cai and L. Liu, Latency Analysis and Evaluation of C-V2X Communications Using the 5G Uu Interface, IEEE Internet of Things Journal, doi: 10.1109/JIOT.2024.3452956. 

  9. 王致远,陈斌,邱佳慧,等.基于流量整形的NR-V2X非周期业务增强型半持续调度机制[J/OL].重庆邮电大学学报(自然科学版):1-10[2024-07-11].http://kns.cnki.net/kcms/detail/50.1181.n.20240408.1915.004.html.

  10. 韩紫杰,赵连奎,高媛,等.低轨卫星与5G-R融合网络架构设计[J].太赫兹科学与电子信息学报,2024,22(05):467-475+484.

  11. Zhang, J.; Chen, B.; Qiu, J.; Zhuang, L.; Wang, Z.; Liu, L. A Robust Timing Synchronization Algorithm Based on PSSS for LTE-V2X. Computers 202413, 12. https://doi.org/10.3390/computers13010012

  12. 段相龙,刘留,周涛,等.一种低轨卫星通信的定时提前计算方法[J].太赫兹科学与电子信息学报,2024,22(03):278-284+344.

  13. 王致远,陈斌,邱佳慧,等.基于流量整形的NR-V2X非周期业务增强型半持续调度机制[J/OL].重庆邮电大学学报(自然科学版):1-10[2024-04-13].http://kns.cnki.net/kcms/detail/50.1181.n.20240408.1915.004.html.

  14. 段相龙,刘留,周涛,等.基于传播图理论的真空管飞行列车的无线信道建模与容量分析[J/OL].电波科学学报:1-12[2024-04-13].http://kns.cnki.net/kcms/detail/41.1185.TN.20231205.1428.001.html.

  15. 苏昭阳,刘留,艾渤,周涛,韩紫杰,段相龙,张嘉驰. 面向低轨卫星的星地信道模型综述[J/OL]. 电子与信息学报:1-19  [2024-01-14].http://kns.cnki.net/kcms/detail/11.4494.TN.20240109.1122.020.html.

  16. 张嘉驰,刘留,王凯等.基于松弛时延的真空管高速飞车uRLLC贪心复用机制[J].铁道学报,2023,45(11):90-97.

  17. Cai, S.; Cai, Y.; Liu, L.; Han, H.; Bao, F. A Service-Driven Routing Algorithm for Ad Hoc Networks in Urban Rail Transit. Computers 2023, 12, 252. https://doi.org/10.3390/computers12120252.

  18. Shiyuan Cai, Yuchen Cai, Wei Wang, Liu Liu, Ju Zhang, Zhaoyang Su and Qi Liu. A Link Prediction-Based Routing Maintenance Algorithm for Ad-Hoc Networks in Urban Rail Transit Scenarios[C]. 2023 8th International Conference on Communication, Image and Signal Processing (CCISP 2023), 17-19 Nov. 2023,Chengdu, China.

  19. 王致远,张陶冶,郭志斌等.基于分布式反馈的C-V2X碰撞解除与重传机制[J].南京邮电大学学报(自然科学版),2023,43(05):41-50.DOI:10.14132/j.cnki.1673-5439.2023.05.006.

  20. Su Z, Xiao X, Han Z, Liu L. A Clustering Routing Algorithm Based on Improved Ant Colony Optimization for an Urban Rail Transit Ad Hoc Network. Applied Sciences. 2023; 13(21):11769. https://doi.org/10.3390/app132111769

  21. Han, Z.; Liu, L.; Guo, Z.; Su, Z.; Suo, L.; Cai, S.; Han, H. A Dynamic Addressing Hybrid Routing Mechanism Based on Static Configuration in Urban Rail Transit Ad Hoc Network. Electronics 202312, 3571. https://doi.org/10.3390/electronics12173571

  22. 苏昭阳,刘留,张嘉驰等.面向低轨卫星的星地信道特性研究与仿真[J/OL].无线电通信技术:1-9[2023-10-10].http://kns.cnki.net/kcms/detail/13.1099.tn.20230727.1659.004.html.

  23. 苏昭阳,刘留,张嘉驰等.面向智能高铁的低轨卫星通信发展综述[J].天地一体化信息网络,2023,4(03):88-98.

  24. 刘美鹭,刘留,王凯等.真空管高速飞行列车通信业务建模[J].移动通信,2023,47(08):98-106.

  25. 张菊,王致远,林晓伯等.面对5G的车联网仿真平台设计与实现[J].移动通信,2023,47(09):121-128.

  26. Kai Wang, Liu Liu, Jiachi Zhang, Meilu Liu. A Novel Geometry-Based Semi-Deterministic Wideband Channel Model for Hyperloop Communications[C].  IEEE 97th Vehicular Technology Conference (VTC 2023 spring), 20-23 June 2023, Florence, Italy.

  27. Kai Wang,  Liu Liu,  Jiachi Zhang,  MeiLu Liu,  Tao Zhou,  Bo Ai, Channel characteristics analysis of millimetre-wave bands in Hyperloop scenarios based on ray-tracing. IET Microw. Antennas Propag. 1– 10 (2023). https://doi.org/10.1049/mia2.12380

  28. Suo, L.; Liu, L.; Su, Z.; Cai, S.; Han, Z.; Han, H.; Bao, F. A Reliable Low-Latency Multipath Routing Algorithm for Urban Rail Transit Ad Hoc Networks. Sensors 2023, 23, 5576. https://doi.org/10.3390/s23125576

  29. Zhang, J.; Wang, X.; Liu, L. A Location and Velocity Prediction-Assisted FANET Networking Scheme for Highly Mobile Scenarios. Electronics 2023, 12, 2731. https://doi.org/10.3390/electronics12122731

  30. 苏昭阳,刘留,蔡世源,索雷,基于低延时高可靠的城市轨道交通车地自组网关键技术,机车车辆工艺,2023, (01), pp.1-7.

  31. Wang, Kai, Liu Liu, Jiachi Zhang, and Meilu Liu. 2023. "Channel Fading Characteristics of Hyperloop Scenarios Based on Ray-Tracing Model" Symmetry 15, no. 3: 567. https://doi.org/10.3390/sym15030567

  32. Jiachi Zhang; Liu Liu; Zhenhui Tan; Kai Wang; Tao Zhou, A 3-D Semi-Deterministic MIMO Beam Channel Model for Cellular-Assisted Millimeter-Wave Vehicular Communications, IEEE Transactions on Antennas and Propagation, 10.1109/TAP.2023.3242114.

  33. 郑胜洁,刘留,胡祖翰,石先明,刘利平,徐余明.基于改进D-S证据理论的城市轨道交通设备预警方法[J].交通工程,2022,22(06):28-35+41. DOI:10.13986/j.cnki.jote.2022.06.005.

  34. Jiachi Zhang, Liu Liu, Zhenhui Tan, Kai Wang, Analysis on Millimeter-Wave Channel Dispersion over Nonreciprocal Beam Patterns Based on the Propagation-Graph Model [J]. Journal of Circuits, Systems and Computers, doi.org/10.1142/S0218126623501153.

  35. 郑胜洁,徐余明,胡祖翰,刘留.基于随机森林的城市轨道交通桥梁故障预测模型[J/OL].北京交通大学学报:1-10[2022-11-28].http://kns.cnki.net/kcms/detail/11.5258.U.20221124.1741.016.html

  36. Zhaoyang Su, Liu Liu, Shiyuan Cai, Lei Suo, Feng Bao, "A Clustering Algorithm Based on Node Cost and Service Priority for Urban Rail In-Vehicle Ad-Hoc Network," 2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall), London, United Kingdom, 2022, pp. 1-5, doi: 10.1109/VTC2022-Fall57202.2022.10012727.

  37. Jiachi Zhang, Liu Liu, Jiuhong Ruan, Lu Li, Kai Wang, Rongchen Sun, A Service-Aware Latency Relaxation Strategy of Multiplexing uRLLC Within eMBB Traffics for Hyperloop Communications [J]. Wireless Communications and Mobile Computing, 2022, DOI: 10.1155/2022/6838376.

  38. Kai Wang, Liu Liu, Jiachi Zhang, Tao Zhou, Channel Characterization for Hyperloops Using the Non-stationary Geometry-based Model [J]. Journal of Circuits, Systems and Computers, doi:10.1142/S0218126623500123.

  39. Jiachi Zhang, Liu Liu, Zhenhui Tan, Kai Wang, and Tao Zhou,  "Analysis of Joint Angular Distribution for Nonreciprocal Beams via the Mixture of Gaussian Distribution Based on Ray-Tracing," International Journal of Antennas and Propagation, vol. 2022, Article ID 3505181, 11 pages, 2022. https://doi.org/10.1155/2022/3505181.

  40. Fan Y, Feng Y, Liu Liu, et al. Measurements and Characterization for the Vehicle-to-Infrastructure Channel in Urban and Highway Scenarios at 5.92 GHz[J]. China Communications,2022,19(04):28-43.

  41. Kai Wang, Kewei Wang, Liu Liu*, Meilu Liu, Jiachi Zhang, Botao Han. Wireless Channel Characterization for the High-Speed Flying Trains in Vacuum Tube Scenario Based on Propagation Graph Modeling Theory[C]. The 13th International Symposium on Antennas, Propagation and EM Theory(ISAPE 2021),2021,Zhuhai.

  42. 胡祖翰,石先明,刘利平,徐余明,郑胜洁,刘留,基于群智感知的轨道交通桥梁智能预警系统[J]. 轨道交通装备与技术,2022(4):53-56. DOI:10.13711/j.cnki.cn32-1836/u.2022.04.015.

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  147. 李文娟,刘留,陶成,肖晶成,卢艳萍,刘鹏宇.Channel measurements and Angle for Massive MIMO Systems in stadium Scenario.17th International Conference on Advanced Communication Technology (2015 ICACT),2015
  148. 卢艳萍,陶成,刘留,李文娟,肖晶成,刘鹏宇.Frequency Correlation Investigation of Massive MIMO Channels in stadium scenario at 4.45 GHz.17th International Conference on Advanced Communication Technology (2015 ICACT),2015
  149. 刘留,Matolak,陶成,卢艳萍,陈后金.Far Region Boundary Definition of Linear Massive MIMO Antenna Arrays.2015 IEEE 82nd Vehicular Technology Conference,2015
  150. 刘留,Matolak,陶成,卢艳萍,陈后金.Stationarity Investigation of a LOS Massive MIMO Channel in Stadium Scenarios.2015 IEEE 82nd Vehicular Technology Conference,2015
  151. 刘留,陶成,卢艳萍,艾渤.大规模多天线无线信道及容量特性研究.北京交通大学学报,2015,39(2)
  152. 周涛,陶成,Salous,刘留,谈振辉.Channel Sounding for High-Speed Railway Communication Systems. IEEE Communications Magazine,2015,10(53)
  153. 刘鹏宇,刘留,陶成,孙溶辰.THE STUDY OF C-RAN APPLICATION ON BROADBAND WIRELESS ACCESS FOR HIGH-SPEED RAILWAY.10th International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM 2014),2014
  154. 孙溶辰,陶成,刘留,谈振辉,张令文,周涛.Nonisotropic scattering characteristic in an Alternant Tree-blocked Viaduct Scenario on High Speed Railway at 2.35GHz.International Journal of Antennas and Propagation,2014,()
  155. 周涛,陶成,刘留,谈振辉.Ricean K-Factor Measurements and Analysis for Wideband Radio Channels in High-Speed Railway U-shape Cutting Scenarios.Vehicular Technology Conference,2014
  156. 刘留,陶成,孙溶辰,陈后金,林子怀.Markov Chain Based Channel Characterization for High Speed Railway in Viaduct Scenarios.The 2014 IEEE International Conference on Communications (ICC 2014),2014
  157. 周涛,陶成,刘留,谈振辉.A Semi-Empirical MIMO Channel Model for High-Speed Railway Viaduct Scenarios. 2014 IEEE International Conference on Communications (ICC),2014
  158. 周涛,陶成,刘留,谈振辉.Ricean K-Factor Measurements and Analysis for Wideband High-Speed Railway Channels at 2.35 GHz.RADIOENGINEERING,2014,2(23)
  159. 周涛,陶成,刘留,谈振辉.A Semiempirical MIMO Channel Model in Obstructed Viaduct Scenarios on High-Speed Railway.International Journal of Antennas and Propagation,2014,(Volume 2014)
  160. 刘留,陶成,陈后金,周涛,孙溶辰,邱佳慧.高速铁路无线传播信道测量与建模综述.通信学报,2014,1(35)
  161. 邱佳慧,陶成,刘留,谈振辉.U型槽无线信道多径传播特性测量与建模方法的研究.铁道学报,2014,1(36)
  162. 周涛,陶成,刘留,谈振辉.A Study on a LTE-Based Channel Sounding Scheme for High-Speed Railway Scenarios.Vehicular Technology Conference (VTC Fall), 2013 IEEE 78th ,2013
  163. 孙溶辰,陶成,刘留,谈振辉.Channel Measurement and Characterization for HSR U-Shape Groove Scenarios at 2.35 GHz.2013 IEEE 78th Vehicular Technology Conference (VTC Fall),2013
  164. 孙溶辰,陶成,刘留,谈振辉.基于WINNER模型的高铁环境下极化分集与空间分集性能研究.北京交通大学学报,2013,2(37)
  165. 周涛,陶成,刘留,谈振辉.基于测量的高铁宽带无线信道莱斯K因子研究.铁道学报,2013,9(35)
  166. 张令文,刘留,章嘉懿.复合κ-μ/Gamma衰落信道下的平均信道容量.china communictions,2013,10(6)
  167. 张令文,刘留.Average channel capacity of composite κ-μ/Gamma fading channels.china communications,2013,10(6)
  168. 刘留,陶成,邱佳慧,周涛,孙溶辰,陈后金.The Dynamic Evolution of Multipath Components in High-Speed Railway in Viaduct Scenarios: From The Birth-Death Process Point of View.IEEE 23rd International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2012),2012
  169. 刘留,陶成,周涛,赵友平,尹学峰,陈后金.A Highly Efficient Channel Sounding Method Based on Cellular Communications for High-Speed Railway Scenarios.EURASIP Journal on Wireless Communications and Networking (EURASIP JWCN,2012,1687-1499(12)
  170. 邱佳慧,陶成,刘留,谈振辉.Broadband Channel Measurement for the High-Speed Railway Based on WCDMA.2012 IEEE 75th Vehicular Technology Conference (VTC Spring),2012
  171. 董超,李晓光,刘留,陶成.LTE中一种基于高速铁路场景的信道估计方法.电信科学,2011,11(27)
  172. 张令文,刘留,陶成,和雨佳.全球车载通信DSRC标准发展及应用.公路交通科技,2012,1(28)
  173. 刘留,陶成,邱佳慧,陈后金.高速铁路平原场景无线信道小尺度衰落特征的研究.铁道学报,2012,5(34)
  174. 刘留,陶成,邱佳慧,陈后金.Performance Analysis of Different Excitation Signals for Sounding Time-Varying Channels.IEICE TRANSACTIONS ON COMMUNICATIONS ,2012,6(E95-B)
  175. 刘留,陶成,邱佳慧,戚小玉.A Novel Comb-Pilot Transform Domain Frequency Diversity Channel Estimation for OFDM System.Radioengineering,2012,4(18)
  176. 刘留,陶成,邱佳慧,陈后金.An Performance Study for Sectorised Antenna based Doppler Diversity in High-Speed Railway Communication.Radioengineering,2012,4(20)
  177. 刘留,陶成,邱佳慧,陈后金,余立,董伟辉,袁尧.Position-Based Modeling for Wireless Channel on High-Speed Railway under a Viaduct at 2.35 GHz.IEEE Journal on Selected Areas in Communications,2012,4(30)
  178. 刘留,陶成,邱佳慧.刘留,陶成,邱佳慧,高速铁路宽带无线信道测量方法研究.铁道学报,2011,5(33)
  179. 刘留,陶成.高速铁路无线信道测量与信道模型探讨.电信科学,2011,5(27)
  180. 陶成,刘留,邱佳慧,张华晶,李承恕.Performance Analysis of Doppler Diversity Based on Sectorised Antenna in High-Speed Railway Communication.2010 IEEE Global Telecommunications Conference,2010
  181. 刘留,陶成,邱佳慧.双选择衰落信道下OFDM系统基于梳状导频的变换域频率分集式信道估计.铁道学报,2010,2(32)
  182. 陶成,刘留,邱佳慧,谈振辉.高速铁路宽带无线接入系统架构与关键技术.电信科学,2010,6(26)



专著/译著

专利



授权专利:
[1]. 周涛,陶成,刘留,张楠,文辉,一种高速铁路场景下多链路信道探测系统与方法,专利号:CN201610810583,申请日:2016.09.08
[2]. 刘留,肖湘,陶成,卢艳萍,李其昌,张令文,艾渤,非整数倍多径时延的估计方法,发明专利,专利号:CN201610439972,申请日:2016.06.17
[3]. 刘留,李文娟,陶成,卢艳萍,肖晶成,刘鹏宇,张令文,艾渤,多天线系统的大尺度衰落模型的构建方法和装置,专利号:CN201510947348.6,申请日:2015.12.17.
[4]. 张令文,张鹏,刘留,杨文考,基于采集数据的无线信道传播模型的建立方法和系统,专利号:CN201510041414,申请日 : 2015.01.27
[5]. 刘留,陶成,朱芮,欧阳刚,卢艳萍,刘鹏宇,艾渤,虚拟连续存储方式的多天线信道测量数据采集方法和装置,发明专利,专利号:CN201410381710,申请日:2014.08.05.
[6]. 欧阳刚 ,陶成 ,刘留 ,朱芮 ,一种OFDM系统下无线信道多径参数估计的方法,申请号 : CN201410276031,申请日:2014.06.19.
[7]. 欧阳刚,陶成,刘留,朱芮,一种OFDM系统下定时误差估计的方法,申请号 : CN201410276231,申请日:2014.06.19.
[8]. 邱佳慧,林子怀,陶成,谈振辉,刘留 ,刘扬,一种高铁车载基站通信架构下的资源分配方法,申请号 : CN201410056627,申请日 : 2014.02.19.
[9]. 邱佳慧,林子怀,陶成,谈振辉,刘留,刘扬,一种高铁通信架构下的功率分配方法,申请号 : CN201410056605,申请日 : 2014.02.19.
[10]. 刘留 ;陶成 ;邱佳慧 ;周涛 ;孙溶辰,一种基于平稳随机过程的信道相关阴影衰落构建的方法,发明专利,专利号:CN201310397532,申请日:2013.09.04
[11]. 邱佳慧,陶成,刘留,一种高铁高架桥场景下基于测量数据的理论建模方法,发明专利,专利号:CN201310326865,申请日 : 2013.07.31
[12]. 邱佳慧,陶成,刘留,谈振辉,高铁高架桥场景下基于簇延迟线的分区混合信道建模方法,发明专利,专利号:CN201310325899 ,申请日 : 2013.07.30
[13]. 周涛,陶成,刘留,一种高速铁路高架桥场景下时变K因子模型构建方法,发明专利,专利号:CN201310181049,申请日 : 2013.05.16
[14]. 刘留,陶成,李坚,董岩磊,一种基站天线倾角测量方法及数据处理方法,发明专利,专利号:ZL 2012 1 0304016.2,申请日:2012.8.23.
[15]. 刘留,陶成,李坚,董岩磊,新型铁路GSM-R 无线通信基站天线倾角组网测量系统,发明专利,申请号:ZL 2012 1 0303998.3,申请日:2012.8.23.
[16]. 刘留,陶成,邱佳慧,周涛,孙溶辰,一种马尔科夫链的高铁平原无线信道模型构建方法和装置,发明专利,专利号:CN201210196004,申请日:2012.06.13
[17]. 刘留,陶成,邱佳慧,一种高速铁路复合小尺度无线信道模型构建的方法和装置,发明专利,专利号:CN201110160719,申请日:2011.06.15
[18]. 刘留,陶成,邱佳慧,一种高速铁路平原小尺度无线信道模型构建的方法和装置,发明专利,申请号:ZL 2011 1 0160719.8,申请日:2011.6.15.
[19]. 刘留,邱家慧,王海波,张学林,江海,秦洪峰,李萍,魏继东,一种多符号子载波干扰消除联合信道估计方法和装置,发明专利,专利号:CN201110121031,申请日 : 2011.05.11.
[20]. 刘留,陶成,邱佳慧,一种用于信道探测的高速数据采集设备,实用新型专利,授权号:ZL 2010 2 0545838.6,申请日:2010.9.28.
[21]. 邱佳慧,陶成,刘留,一种基于3G蜂窝网的高铁信道探测方法,专利号:CN 201010279898.2,申请日:2010.09.14.
[22]. 袁伟,陶成,刘留,邱佳慧,张令文,张秀宁,孙溶辰,LTE在高速移动条件下初始小区搜索方法,发明专利,授权号:ZL 2012 1 0217080.8,申请日 : 2010.07.02.
[23]. 刘留,陶成,邱佳慧,一种新型OFDM信道估计联合ICI自消除方法,发明专利,授权号:ZL 2010 1 0034346.5,申请日:2010.01.18.
[24]. 刘留,陶成,邱佳慧,一种OFDM系统基于梳状导频的分集式信道估计方法,发明专利,授权号:ZL 2009 1 0082201.X,申请日:2009.04.20.


申请专利:

[1]. 张嘉驰,刘留,谈振辉,王凯,周涛,一种基于角度联合概率的非对称波束信道多径演化方法,发明专利,申请号:202210138801.9,申请日期:2022.02.15

[2]. 刘留,张嘉驰,李铮,裘陈成,刘叶,周涛,基于C-RAN架构的真空管高速飞行列车车地通信方法,发明专利,专利号:201910122105.7,申请日:2019.2.19
[3]. 刘留,张嘉驰,李铮,裘陈成,刘叶,周涛,一种真空管道飞行列车通信系统(同名专利1,专利号不同),发明专利,申请号:201910031296.6,申请日:2019年1月14日.
[4]. 刘留,张嘉驰,李铮,裘陈成,刘叶,周涛,一种真空管道飞行列车通信系统(同名专利2,专利号不同),发明专利,申请号:201910031051.3,申请日:2019年1月14日.
[5]. 周涛,陶成,刘留,杨之峰,王英捷,高铁通信网络中无线信道多径分簇方法和装置,发明专利,申请号:201910015950.4,申请日:2019年1月8日.
[6]. 周涛,陶成,刘留,杨之峰,王英捷,一种高速铁路无线信道场景的分类方法及识别方法,发明专利,申请号:201811452875.X,申请日:2018年11月30日.
[7]. 周涛,陶成,刘留,杨之峰,王英捷,高速铁路无线信道数据库构建及数据预处理方法,发明专利,申请号:201811287153.3,申请日:2018年10月31日.
[8]. 刘留,刘叶,李铮,裘陈成,周涛,电磁介质直接覆盖漏波系统的真空管飞行列车通信系统,发明专利,申请号:201810994250.X,2018年8月29日.
[9]. 刘留,霍洁,徐明威,庞凯怡,杨浩东,肖逸然,马腾,基于智能手机的无线网络测试方法和系统,发明专利,专利申请号: CN201710769422,2017.08.31.
[10]. 周涛, 陶成, 刘留, 张楠, 文辉. 一种多链路多天线信道联合统计特性建模方法, 申请号:201710355425.8, 申请日: 2017.5.
[11]. 李泳志 ; 陶成 ; 刘留 ; 周涛 ; 卢艳萍 ; 刘凯 ;一种单比特量化MIMO系统信道估计方法及系统,CN201710110569,申请日 : 2017.02.28
[12]. 周涛, 陶成, 刘留. 一种基于移动虚拟阵列的全/半串行多天线信道测量方法, 申请号:CN201710031145, 申请日 : 2017.01.17.
[13]. 刘留,陶成,李坚,董岩磊,一种移动通信基站天线倾角测量装置,发明专利,申请号:CN201210303521,申请日 : 2012.08.23

软件著作权


[1]. 韩紫杰,刘留,苏昭阳,王凯,张嘉驰,樊圆圆,蔡超,高铁场景下低轨卫星星地链路传播损耗分析仿真系统,版本号V1.0,申请日期:2023.6.7,登记号:2023R11L0999601.

[2].  刘鹏宇,刘留,陶成,卢艳萍,肖晶成,李文娟,艾渤,Massive MIMO信道测量自动化控制软件,登记号:2015SRBJ0101,首次发表时间:2014年11月,登记时间:2015年3月.

[3]. 刘留,刘鹏宇,陶成,卢艳萍,肖晶成,李文娟,张令文,艾渤,时变信道测量控制软件V1.0,登记号:2015SRBJ0563,首次发表时间:2015年6月,登记时间:2015年8月.
[4]. 肖湘,陶成,刘留,卢艳萍,李其昌,张令文,艾渤,时变信道测量控制软件V2.0,登记号:2016SRBJ0925,申请日期:2016年7月.
[5]. 陶成,吴钰浩,刘留,雷勇,刘妍,射频切换软件V1.0,登记号:2017SRBJ1135, 申请日期:2017年6月.

[6].霍洁,杨浩东,肖逸然,刘留,基于智能手机的无线网络测试系统终端App软件[简称:信号检测系统] V1.0,登记号:2018SRBJ0758, 申请日期:2018年3月.

[7].  张嘉驰,刘留,王凯,李铮,周涛,基于传播图理论的真空管高速飞行列车车地宽带无线信道仿真软件,版本号V1.0,授权日期:2021.10.13,登记号:2021SR1499337

[8]. 张嘉驰,刘留,王凯,李铮,周涛,基于传播图理论的低真空高速磁浮飞车管壁散射区域分析软件,版本号V1.0,提交日期:2021.08.28,授权日期:2022.2.11,登记号:2022SRBJ0027

[9]. 庄凌凡,刘留,王致远,基于通用软件无线电的LTE-V2X扫频软件,版本号V1.0,授权日期:2021.8.27,登记号:2021SRBJ0701




获奖与荣誉

2016年北京市科技新星

社会兼职

IEEE会员,IEICE会员,通信学会高级会员。
担任IEEE Transactions on Vehicular TechnologyIEEE Transactions on Wireless CommunicationsIEEE Transactions on CommunicationsIET Communications等国外期刊和电子学报、通信学报、电子与信息学报、上海交通大学学报等国内期刊论文审稿人。