周涛

教授
  • 博士生导师
  • 博士研究生
  • 010-51683081
  • 博士
  • taozhou@bjtu.edu.cn
  • 北京市海淀区上园村3号北京交通大学九教南300B

教育背景

  1. 2011.9 — 2016.6，北京交通大学，电子信息工程学院，通信与信息系统，工学博士
  2. 2014.10 — 2015.10，英国 杜伦大学，工程与计算科学学院，通信工程，国家公派联合培养博士生
  3. 2009.9 — 2011.7，北京交通大学，电子信息工程学院，微电子学与固体电子学，硕博连读
  4. 2005.9 — 2009.7，长春理工大学，电子信息工程学院，通信工程，工学学士

工作经历

  1. 2022.12 — 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. 2016.7 — 2022.12，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

研究方向

  • 宽带移动通信系统与专用移动通信
  • 通信工程
  • 人工智能

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

科研项目

  • 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
  • 基于低轨卫星技术的铁路星地数据通信关键技术研究
  • 其它（科技处）: 面向高速铁路的智能信道感知技术研究, 2023-2025
  • 北京交通大学: 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
  • 北京交通大学: 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
  • 面向6G网络内生智能的无线信道感知技术研究
  • 北京交通大学: 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
  • 北京交通大学: 跨天线信道预测技术研究, 2022-2023
  • 北京交通大学: 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
  • 红果园国家级"四总部": 面向6G的新型高动态OTFS宽带传输技术, 2022-2024
  • 北京市自然基金“轨道交通联合”: 面向城轨交通的无线自组织网络组网关键技术研究, 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
  • 北京交通大学: 城市轨道交通智能运维管理系统方案研究, 2020-2022
  • 北京市自然基金“海淀联合-前沿”: 面向B5G无线网络的智能信道感知技术研究, 2021-2024
  • 北京交通大学: 5G通信技术应用于高铁无线网络传输的研究, 2021-2021
  • 智能高铁下一代移动通信系统窄波束信道特性研究
  • 北京交通大学: 车联网无线信道测量与建模技术服务项目, 2021-2022
  • 北京市自然基金“面上”: 高速铁路场景动态窄波束信道特性分析与建模, 2021-2023
  • 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
  • 北京交通大学: 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
  • 北京交通大学: 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
  • 后5G智慧物联中面向物理与链路层关键技术研究
  • 真空管道超高速列车宽带无线通信关键问题研究
  • 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
  • 基于机器学习的高速铁路无线信道特征分析
  • 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
  • 国家自然科学基金"青年基金": 面向高速铁路的多链路多天线信道特征分析与模型构建, 2018-2020
  • 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
  • 大规模多天线系统传输性能研究
  • 高速铁路场景多链路无线信道测量与建模研究

教学工作

主讲/参讲课程：

  1. 信号与系统，48学时，本科生，2018-2024
  2. 宽带无线移动通信理论，32学时，研究生，2023-2024
  3. 移动通信系统，48学时，本科生，2017-2021
  4. 深度学习，32学时，研究生，2021-2023
  5. 通信信号处理，32学时，研究生，2019-2020
  6. 电子与通信专业外语，32学时，研究生，2017-2018

指导学生获奖：

  1. 第十八届中国研究生电子设计竞赛华北赛区二等奖，李超逸、张文良、林亦腾
  2. 2023年校级优秀硕士学位论文，张文良
  3. 2023年校级优秀硕士学位论文，林亦腾
  4. 2022年院级优秀硕士学位论文，张海童
  5. 2022年校级优秀本科毕业设计，郑子荐
  6. 2021年校级优秀硕士学位论文，杨毅
  7. 2021年院级优秀硕士学位论文，贾鹏
  8. 2019年院级优秀硕士学位论文，赵振桥
  9. 2020年北京市级大学生创新训练项目，卢泊皓、张德铭、吴佳颖
  10. 2018年国家级大学生创新训练项目，秦鑫彤、向左维、王锦

部分就业去向：

  1. 2024届：中国船舶722所，爱立信，中国一汽
  2. 2023届：中国星网，锐捷网络，公务员（北京西城组织部选调生）
  3. 2022届：民生银行
  4. 2021届：中国卫通、中国一汽、腾讯
  5. 2020届：厦门地铁

论文/期刊

第一作者/通讯作者（*）论文

2024年：

  1. Tao Zhou, Tianyun Feng, Wenliang Zhang, Bo Ai, Liu Liu, and Yiqun Liang. "A Cluster-Based Dynamic Narrow-Beam Channel Model for Vehicle-to-Infrastructure Communications". IEEE Transactions on Wireless Communications, Major Revision, 2024.
  2. Tao Zhou, Xiangping Liu, Zuowei Xiang, Haitong Zhang, Bo Ai, Liu Liu, and Xiaorong Jing. "Transformer Network Based Channel Prediction for CSI Feedback Enhancement in AI-Native Air Interface". IEEE Transactions on Wireless Communications, Accepted, 2024.
  3. Tao Zhou, Chaoyi Li, Wenliang Zhang, Bo Ai, Liu Liu, and Yiqun Liang. "Narrow-Beam Channel Measurements and Characterization in Vehicle-to-Infrastructure Scenarios for 5G-V2X Communications". IEEE Internet of Things Journal, Accepted, 2024.
  4. 周涛, 李艳凤, 刘留, 向左维, 王宇. “深度学习”课程思政建设的实践探索. 工业与信息化教育, 2024(3), 60-64.

2023年：

  1. Tao Zhou, Chaoyi Li, Bo Ai, Liu Liu, and Yiqun Liang. "Geometry-Based Non-Stationary Narrow-Beam Channel Modeling for High-Mobility Communication Scenarios". IEEE Transactions on Communications, vol. 71, no. 11, pp. 6805-6817, November 2023.
  2. Tao Zhou, Yiteng Lin, Zhichao Yang, Bo Ai, and Liu Liu. "Radio channel measurements and characterization in substation scenarios for power grid Internet of Things". IEEE Internet of Things Journal, vol. 10, no. 9, pp. 7691-7704, May 2023.
  3. Teng Sun, Jiebiao Lv, and Tao Zhou*. "A Transformer based channel estimation method for OTFS systems". Entropy, vol. 25, no. 10, pp. 1-13, October 2023.
  4. Yiteng Lin, Tao Zhou*, and Zekai Wang. "A High-Reliable Wireless Sensor Network Coverage Scheme in Substations for Power Internet of Things". Symmetry, vol. 15, no. 5, pp. 1-16, May 2023.
  5. Jiebiao Lv, Tao Zhou*, Teng Sun, and Liu Liu, “A Channel Estimation Method Based on Transformer for OTFS Systems,” International Conference on Signal Processing Systems (ICSPS 2023), Xi'an, China, November 2023.
  6. Tao Zhou, Yiteng Lin, and Liu Liu, “Measurements and Analysis of Angular Channel Characteristics in Substation Scenarios for Power IoT,” URSI General Assembly and Scientific Symposium (URSI GASS 2023), Sapporo, Japan, August 2023.
  7. Wenliang Zhang, Tao Zhou*, and Liu Liu, “Measurements and Modeling of Narrow-Beam Channel Dispersion Characteristics in Vehicle-to-Infrastructure Scenarios,” IEEE Wireless Communications and Networking Conference (WCNC 2023), Glasgow, Scotland, UK, March 2023.

2022年：

  1. Tao Zhou, Haitong Zhang, Bo Ai, and Liu Liu. “Weighted score fusion based LSTM model for high-speed railway propagation scenario identification”. IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 12, pp. 23668-23679, December 2022.
  2. Tao Zhou, Haitong Zhang, Bo Ai, Chen Xue, and Liu Liu. “Deep-learning-based spatial-temporal channel prediction for smart high-speed railway communication networks”. IEEE Transactions on Wireless Communications, vol. 21, no. 7, pp. 5333-5345, July 2022.
  3. Tao Zhou, Yuanyuan Qiao, Sana Salous, Liu Liu, and Cheng Tao. “Machine learning-based multipath components clustering and cluster characteristics analysis in high-speed railway scenarios”. IEEE Transactions on Antennas and Propagation, vol. 70, no. 6, pp. 4027-4039, June 2022.
  4. Wenliang Zhang, Tao Zhou*, and Liu Liu, “Measurements and Analysis of Fading Characteristics for Narrow-Beam Channel in Vehicle-to-Infrastructure Scenarios,” International Conference on Signal Processing Systems (ICSPS 2022), Zhenjiang, China, November 2022.
  5. Zhichao Yang, Tao Zhou*, Yiteng Lin, and Liu Liu, “Radio Propagation Measurements and Channel Characterization in High-Voltage Substation Scenarios at 3.35 GHz,” IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2022), Virtual, September 2022.
  6. Haitong Zhang, Tao Zhou*, and Liu Liu, “Deep-Learning Based Scenario Identification for High-Speed Railway Propagation Channels,” IEEE Vehicular Technology Conference (VTC 2022 Spring), Helsinki, Finland, June 2022.
  7. Wenjun Huang, Tao Zhou*, and Cheng Tao, “A Non-Stationary 3-D Wideband GBSM for Narrow-Beam Channels in Smart High-Speed Railway Communication Systems,” IEEE Vehicular Technology Conference (VTC 2022 Spring), Helsinki, Finland, June 2022.

2021年：

  1. Tao Zhou, Yi Yang, Liu Liu, Cheng Tao, and Yiqun Liang. “A dynamic 3-D wideband GBSM for cooperative massive MIMO channels in intelligent high-speed railway communication systems”. IEEE Transactions on Wireless Communications, vol. 20, no. 4, pp. 2237-2250, April 2021.
  2. Tao Zhou, Guichao Chen, Chengxiang Wang, Jiayi Zhang, Liu Liu, and Yiqun Liang. “Performance analysis and power allocation of mixed-ADC multi-cell millimeter-wave massive MIMO systems with antenna selection”. Frontiers of Information Technology & Electronic Engineering, vol. 22, no. 4, pp. 571-585, April 2021.
  3. Zhichao Yang, Zekai Wang, Tao Zhou*, “Research on Electromagnetic Radiation Evaluation Methods for Mobile Base Stations Co-located with High Voltage Transmission Towers,” International Symposium on Antennas, Propagation and EM Theory (ISAPE 2021), Zhuhai, China, Dec. 2021.
  4. Chen Xue, Tao Zhou*, Haitong Zhang, Liu Liu, and Cheng Tao, “Deep learning based channel prediction for massive MIMO systems in high-speed railway scenarios,” Proc. IEEE Vehicular Technology Conference (VTC 2021 Spring), Helsinki, Finland, April 2021.
  5. 周涛, 贾鹏, 朱广运, 卢泊皓, 杨志超, 朱道华. 相控阵天线波束赋形及信道测量实验平台开发. 实验技术与管理, 2021, 38(9):110-115+127.
  6. 王英捷, 周涛*, 陶成. 基于LSTM与多特征融合的高铁无线信道场景识别. 电波科学学报, 2021, 36(3): 453-459+476.
  7. 周涛, 彭勇, 施佩克, 张瑞卿, 杨志超, 郑中原, 于金山. 移动基站共址高压输电铁塔的电磁场分布特性分析与预测. 电波科学学报, 2021, 36(4): 637-644.

2020年：

  1. Tao Zhou, Yingjie Wang, Chengxiang Wang, Sana Salous, Liu Liu, and Cheng Tao. “Multi-feature fusion based recognition and relevance analysis of propagation scenes for high-speed railway channels”. IEEE Transactions on Vehicular Technology, vol. 69, no. 8, pp. 8107-8118, August 2020.
  2. Tao Zhou, Cheng Tao, Sana Salous, and Liu Liu. “Geometry-based multi-link channel modeling for high-speed train communication networks”. IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 3, pp. 1229-1238, March 2020.（ESI高被引论文）
  3. Yuanyuan Qiao, Zhichao Yang, Tao Zhou*, Shanshan Lin, and Daohua Zhu, “A novel density-based performance evaluation indicator for multipath components clustering,” International Conference on Wireless Communications and Signal Processing (WCSP 2020), Nanjing, China, October 2020.
  4. Yi Yang, Tao Zhou*, and Cheng Tao, “A 3-D wideband cooperative massive MIMO GBSM for high-speed railway communication systems,” in Proc. IEEE Global Telecommunications Conference (GLOBECOM 2020), Taiwan, China, December 2020.
  5. 周涛, 胡健, 李艳凤, 刘留, 陶丹, 陈后金.“金课”建设背景下的“信号与系统”研究性教学载体设计. 实验技术与管理, 2020, 37(11): 166-169+186.

2019年：

  1. Tao Zhou, Cheng Tao, Sana Salous, and Liu Liu. “Measurements and analysis of short-term fading behaviors in high-speed railway communication networks”. IEEE Transactions on Vehicular Technology, vol. 68, no. 1, pp. 101-112, January 2019.
  2. Tao Zhou, Cheng Tao, Sana Salous, and Liu Liu. “Joint channel characteristics in high-speed railway multi-link propagation scenarios: measurement, analysis, and modeling”. IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 6, pp. 2367-2377, June 2019.
  3. Tao Zhou, Cheng Tao, and Liu Liu. “LTE-assisted multi-link MIMO channel characterization for high-speed train communication systems”. IEEE Transactions on Vehicular Technology, vol. 68, no. 3, pp. 2044-2051, March 2019.
  4. Tao Zhou, Huayu Li, Rongchen Sun, Yang Wang, Liu Liu, and Cheng Tao. “Simulation and analysis of propagation characteristics for tunnel train-ground communications at 1.4 and 40 GHz”. IEEE Access, vol. 7, no. 1, pp. 105123-105131, July 2019.
  5. Tao Zhou, Huayu Li, Yang Wang, Liu Liu, and Cheng Tao. “Channel modeling for future high-speed railway communication systems: a survey”. IEEE Access, vol. 7, no. 1, pp. 52818-52826, April 2019.
  6. 周涛, 李华玉, 秦鑫彤, 文辉, 陶成. 高速铁路信道小尺度衰落与非平稳特性研究. 铁道学报, 2019, 41(4): 88-95.
  7. 陶成, 赵振桥, 周涛*. 基于几何的高速铁路协作MIMO信道建模. 电子与信息学报, 2019, 41(6): 1344-1351.
  8. 陶成, 张春圆, 周涛*, 张文良. 隧道场景车体对无线电波传播影响的研究. 中国铁道科学, 2019, 40(4): 86-94.
  9. 刘凯, 陈贵潮, 陶成, 周涛*. 基于混合精度模数转换器的大规模MIMO-OFDM系统性能分析. 电子与信息学报, 2019, 41(11): 2541-2548.

2018年：

  1. Tao Zhou, Cheng Tao, Sana Salous, and Liu Liu. “Measurements and analysis of angular characteristics and spatial correlation for high-speed railway channels”. IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 2, pp. 357-367, February 2018.
  2. Tao Zhou, Cheng Tao, Liu Liu, and Kai Liu. “Investigation of cross-correlation characteristics for multi-link channels in high-speed railway scenarios”. China Communications, vol. 15, no. 8, pp. 108-117, August 2018.
  3. Tao Zhou, Cheng Tao, and Kai Liu. “Analysis of non-stationary characteristics for high-speed railway scenarios ”. Wireless Communications and Mobile Computing, vol. 2018, Article ID 1729121, June 2018.
  4. Tao Zhou, Cheng Tao, Liu Liu, Hui Wen, and Nan Zhang. “Analysis of time-frequency-space dispersion and nonstationarity in narrow-strip-shaped networks,” in Proc. IEEE Wireless Communications and Networking Conference (WCNC 2018), Barcelona, Spain, April 2018.

2017年：

  1. Tao Zhou, Cheng Tao, Sana Salous, and Liu Liu. “Spatial characterization for high-speed railway channels based on moving virtual array measurement scheme”. IEEE Antennas and Wireless Propagation Letters, vol. 16, pp. 1423-1426, May 2017.
  2. Rongchen Sun, David W. Matolak, Cheng Tao, Liu Liu, Zhenhui Tan, Tao Zhou*. “Investigation of MIMO channel characteristics in a two-section tunnel at 1.4725GHz”. International Journal of Antennas and Propagation, vol. 2017, Article ID 3693149, July 2017.
  3. Tao Zhou, Cheng Tao, Liu Liu, Hui Wen, and Nan Zhang.  “Virtual SIMO measurement-based angular characterization in high-speed railway scenarios,” in Proc. IEEE Vehicular Technology Conference (VTC 2017 Spring), Sydney, Australia, June 2017.

2016年之前：

  1. Tao Zhou, Cheng Tao, Sana Salous, Liu Liu, and Zhenhui Tan. “Implementation of an LTE-based channel measurement method for high-speed railway scenarios”. IEEE Transactions on Instrumentation and Measurement, vol. 65, no. 1, pp. 25-36, January 2016
  2. Tao Zhou, Cheng Tao, Sana Salous, Liu Liu, and Zhenhui Tan. “Channel sounding for high-speed railway communication systems”. IEEE Communications Magazine, vol. 53, no.10, pp. 70-77, October 2015.
  3. Tao Zhou, Cheng Tao, Sana Salous, Liu Liu, and Zhenhui Tan. “Channel characterization in high-speed railway station environments at 1.89 GHz”. Radio Science, vol. 50, no. 11, pp. 1176-1186, December 2015.
  4. Tao Zhou, Cheng Tao, Sana Salous, Zhenhui Tan, Liu Liu, and Li Tian. “Graph-based stochastic model for high-speed railway cutting scenarios”. IET Microwaves, Antennas and Propagation, vol. 9, no. 15, pp. 1691-1697, December 2015.
  5. Tao Zhou, Cheng Tao, Sana Salous, Liu Liu, and Zhenhui Tan, “LTE-based channel measurements for high-speed railway scenarios,” in Proc. IEEE Global Telecommunications Conference (GLOBECOM 2015), San Diego, USA, December 2015.
  6. Tao Zhou, Cheng Tao, Liu Liu, and Zhenhui Tan. “A semiempirical MIMO channel model in obstructed viaduct scenarios on high-speed railway”. International Journal of Antennas and Propagation, vol. 2014, Article ID 287159, June 2014.
  7. Tao Zhou, Cheng Tao, Liu Liu, and Zhenhui Tan. “Ricean K-factor measurements and analysis for wideband high-speed railway channels at 2.35 GHz”. Radioengineering, vol. 23, no. 2, pp. 578-585, June 2014.
  8. Tao Zhou, Cheng Tao, Liu Liu and Zhenhui Tan, “A semi-empirical MIMO channel model for high-speed railway viaduct scenarios,” in Proc. IEEE International Conference on Communications (ICC 2014), Sydney, Australia, June 2014.
  9. Tao Zhou, Cheng Tao, Liu Liu, Zhenhui Tan and Rongchen Sun. “Ricean K-factor measurements and analysis for wideband radio channels in high-speed railway U-shape cutting scenarios,” in Proc. IEEE Vehicular Technology Conference (VTC 2014 Spring), Seoul, South Korea, May 2014.
  10. Tao Zhou, Cheng Tao, Liu Liu and Zhenhui Tan. “A study on a LTE-based channel sounding scheme for high-speed railway scenarios,” in Proc. IEEE Vehicular Technology Conference (VTC 2013 Fall), Las Vegas, USA, September 2013.
  11. 周涛, 陶成, 刘留, 谈振辉, 孙溶辰. 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, 35(9): 72-78.
  12. 周涛, 陶成, 刘留, 孙溶辰, 谈振辉. 基于WCDMA 的高铁宽带无线信道测量方法研究. 铁道学报, 2012, 34(10): 55-60.

专著/译著

  1. 周涛, 何睿斯, 艾渤. 高速铁路宽带无线信道测量与建模技术, 中国铁道出版社有限公司, 2022.4（高速铁路基础研究与技术创新丛书之一，入选国家出版基金项目、"十四五"时期国家重点出版物出版专项规划项目）

专利

  1. 周涛, 王宇, 林亦腾, 冯天韵. 一种变电站无线物联网天线瞬态电磁骚扰测试装置及方法, 申请号：202310647644.9, 申请日: 2023.6.2
  2. 周涛, 张文良, 刘留, 梁逸群, 郭强亮, 李岸宁, 李毅. 高速移动场景下窄波束信道测量系统与方法, 专利号：ZL202111050845.8, 授权日: 2023.3.31
  3. 周涛, 杨志超, 朱广运, 林亦腾, 王泽开, 林珊珊, 朱道华. 基于相控阵的多径时延角度功率谱测量方法, 专利号：ZL202110648889.4, 授权日: 2022.7.22
  4. 周涛, 谯渊源, 杨志超, 林珊珊, 朱道华. 一种复杂传播环境的多径分量聚簇性能评估的方法, 专利号：ZL202010922344.3, 授权日: 2023.9.26
  5. 周涛, 张瑞卿, 施佩克, 杨志超, 彭勇, 郑中原, 于金山. 一种移动基站共址高压输电铁塔的强中弱场区划分方法, 专利号：ZL202010409914.9, 授权日: 2021.5.12
  6. 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, 专利号：ZL201910015950.4, 授权日: 2020.9.15.
  7. 周涛, 陶成, 刘留, 王英捷, 杨之峰. 一种高速铁路无线信道场景的分类方法及识别方法,专利号：ZL201811452875.X, 授权日: 2020.10.27
  8. 周涛, 陶成, 刘留, 王英捷, 杨之峰. 高速铁路无线信道数据库构建及数据预处理方法, 专利号：ZL201811287153.3, 授权日: 2021.9.7
  9. 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, 专利号：ZL201710355425.8, 授权日: 2020.1.
  10. 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, 专利号：ZL201710031145.1, 授权日: 2019.4.
  11. 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：ZL201610810583.3, 授权日: 2019.1.
  12. 周涛, 陶成, 刘留, 谈振辉. 一种高速铁路高架桥场景下时变K因子模型构建方法, 专利号: ZL201310181049.7, 授权日: 2016.1.

软件著作权

  1. 周涛, 贾鹏, 杨昊, 刘留, 陶成. 多波束相控阵天线控制软件V1.0, 登记号：2020SRBJ0602，发证日: 2020.9
  2. 周涛, 卢泊皓, 贾鹏, 张德铭, 吴佳颖, 刘留, 陶成. 多波束相控阵天线控制软件V2.0, 登记号：2021SRBJ0173，发证日: 2021.4

获奖与荣誉

  1. 国际无线电科学联盟（URSI）青年科学家奖，2023
  2. 北京交通大学“青年英才培育计划”，2021
  3. 国家级课程思政教学名师和团队，2021
  4. 中国电子学会优秀博士学位论文提名奖，2017
  5. 北京交通大学优秀博士学位论文，2016

社会兼职

  1. IEEE高级会员（Senior Member）, 2022
  2. 中国计算机学会（CCF）计算机应用专业委员会执行委员, 2022-至今
  3. IEEE Access副主编（Associate Editor）, 2022-至今
  4. International Journal of Antennas and Propagation学术主编（Academic Editor）, 2022-至今
  5. Symmetry客座主编（Guest Editor）, 2022.3-2023.10
  6. Radio Science客座副主编（Guest Associate Editor）, 2019.6-2020.6
  7. 中国通信学会高级会员, 2020
  8. 中国电子学会高级会员, 2018