郑涛

副教授
  • 研究生
  • 博士
  • zhengtao@bjtu.edu.cn

教育背景

工学博士学位（通信与信息系统），导师：张宏科教授，秦雅娟教授

硕士研究生（电路与系统），导师：侯建军教授

工学学士学位（通信工程）


工作经历

2014-至今，北京交通大学/电子信息工程学院

企业经历：神州高铁技术股份有限公司

Researcher：ABB corporate research center & Mid Sweden University, Sweden


研究方向

  • 信息网络理论及关键技术
  • 通信工程
  • 人工智能
  • 宽带移动通信系统与专用移动通信
  • 网络与信息安全

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
  • 人工智能硕士
  • 网络与信息安全硕士

教学工作

主讲（本科生）：

  1. 2021-2022-第2学期：“数字电子技术”（线上，59人），48学时
  2. 2021-2022-第2学期：“大学生实用写作”（线上，114人），16学时
  3. 2020-2021-第2学期：“数字电子技术”及数电实验，48学时
  4. 2019-2020-第2学期：“数字电子技术”及数电实验（线上），48学时
  5. 2018-2019-第2学期：“数字电子技术”及数电实验，48学时
  6. 2017-2018-第2学期：“数字电子技术”及数电实验，48学时
  7. 2017-2018-第1学期：“物联网概论”-选课57人，32学时
  8. 2015-2016-第2学期：“物联网概论”-选课49人，32学时

主讲（研究生）：

  1. 2019-2020-第1学期：“传感器网络”，32学时
  2. 2018-2019-第1学期：“传感器网络”，32学时

助课：

  1. 2017-2018-第1学期本科生专业主干课助课：“数字电子技术（主讲：侯建军教授）”，48学时
  2. 2014-2015-第1学期本科生必修课助课：“通信原理（主讲：秦雅娟教授）”，64学时
  3. 2014-2015-第1学期本科生限选课助课：“混合信号电路设计（主讲：李金城教授）”，16学时


研究生培养

张    嘉，学术硕士，2023年毕业，继续攻读博士学位

范晓静，专业硕士，2023年毕业，北京市优秀毕业生，北京交通大学优秀硕士论文，继续攻读博士学位

樊    伟，学术硕士，2022年毕业，北京市优秀毕业生

蒙祖尧，专业硕士，2022年毕业，北京市优秀毕业生，电子信息工程学院优秀硕士论文

刘昶宏，学术硕士，2020年毕业

王媛媛，学术硕士，2020年毕业

曲左阳，专业硕士，2018年毕业

孙嘉楠，工学博士，2020年毕业

论文/期刊

期刊论文：

  1. 郑涛, 蒙祖尧, and 张宏科. "基于多信道绑定的应急终端协同方法." 电子学报 50.11 (2022): 2645.
  2. Wang Zongzheng, Dong Ping, Zheng Tao, and Zhang Hongke, “DDGS: A Network Coding Scheme for Dynamic Adaptation to Heterogeneous Vehicular Networks,” Wireless Communications and Mobile Computing, vol. 2021, p. 8825526, May 2021.(SCIE-An4，影响因子：1.899) 
  3. Sun, Jianan, Q. Gu, Zheng Tao(*), P. Dong, A. Valera and Y. Qin, "Joint Optimization of Computation Offloading and Task Scheduling in Vehicular Edge Computing Networks," in IEEE Access, vol. 8, pp. 10466-10477, 2020.(SCIE-An2，影响因子)
  4. Sun, Jianan, Gu Qing,  Zheng Tao(*), Dong Ping, and Qin Yajuan. “Joint Communication and Computing Resource Allocation in Vehicular Edge Computing.” International Journal of Distributed Sensor Networks, (March 2019), Volume: 15 issue: 3. doi:10.1177/1550147719837859. (SCIE-An4，影响因子：1.787)
  5. Zhang Yuyang, Dong Ping, Yu Shui, Luo Hongbin, Zheng Tao, and Zhang Hongke. "An adaptive multipath algorithm to overcome the unpredictability of heterogeneous wireless networks for high-speed railway." IEEE Transactions on Vehicular Technology 67, no. 12 (2018): 11332-11344.
  6. Yan Xiaoyun, Dong Ping, Du Xiaojiang, Zheng Tao, Sun Jianan, Mohsen Guizani. "Improving Flow Delivery with Link Available Time Prediction in Software-Defined High-Speed Vehicular Networks". Computer Networks, 2018: S1389128618308454-. (SCIE-An3，影响因子：2.522)
  7. Dong Ping, Zheng Tao, Du Xiaojiang, Zhang Hongke and Guizani Mohsen, "SVCC-HSR: Providing Secure Vehicular Cloud Computing for Intelligent High-Speed Rail", in IEEE Network, vol. 32, no. 3, pp. 64-71, May/June 2018.  (SCIE-An1，影响因子：7.197)
  8. Yuyang Zhang, Tao Zheng(*), Ping Dong, Hongbin Luo, and Zhibo Pang, “Comprehensive Analysis on Heterogeneous Wireless Network in High-Speed Scenarios,” Wireless Communications and Mobile Computing, vol. 2018, Article ID 4259510, 12 pages, 2018.(SCIE-An4，影响因子：1.899) 
  9. Song Jiayang, Dong Ping, Zhou Huachun, Zheng Tao, Du X., Guizani, M. A Performance Analysis Model of TCP over Multiple Heterogeneous Paths for 5G Mobile Services. Sustainability 2018, 10, 1337. (SCIE-An4，影响因子：1.789)
  10. Dong Ping, Zheng Tao(*), Yu Shui, Zhang Hongke and Yan Xiaoyun, "Enhance Vehicular Communication Using 5G-Enabled Smart Collaborative Networking", in IEEE Wireless Communications, vol. 24, no. 6, pp. 72-79, Dec. 2017.  (SCIE-An1，影响因子：8.972)
  11. Xiaoyun Yan, Ping Dong, Tao Zheng, Hongke Zhang，“Fuzzy and Utility based Network Selection for Heterogeneous Networks in High-Speed Railway”, Wireless Communications and Mobile Computing, vol. 2017, Article ID 4967438, 14 pages, 2017.(SCIE-An4，影响因子：1.899)
  12. Zheng Tao, M. Gidlund and J. Åkerberg, "WirArb: A New MAC Protocol for Time Critical Industrial Wireless Sensor Network Applications," in IEEE Sensors Journal, vol. 16, no. 7, pp. 2127-2139, April1, 2016. (SCIE-An3，影响因子：2.512)
  13. Zheng Tao, Qin Yajuan, Zhang Hongke and Kuo Syyen, “Adaptive Power Control for Mutual Interference Avoidance in Industrial Internet-of-Things,” in China Communications, vol. 13, no. S1, pp. 124-131, 2016. (SCIE-An4，影响因子：0.903)
  14. Song Jiayang, Zhou Huachun, Quan Wei, Zheng Tao and Dong Ping, "Modeling link quality for high-speed railway wireless networks based on hidden Markov chain," in EURASIP Journal on Wireless Communications and Networking, vol. 2016, pp. 1, 2016.  (SCIE-An4，影响因子：1.529)
  15. Dong Jiaye, Dong Ping, Zheng Tao(*) and Song Fei, “A Novel Load Balancing Algorithm for On-board High-Speed Trains,” in ICIC Express Letters, vol. 10, no. 2, pp 1-EL-1508-065, February, 2016.  (EI-An5)
  16. Yang Dong, Xu Youzhi, Wang Hongchao, Zheng Tao, Hao Zhang, Zhang Hongke, Gidlund M.. “Assignment of Segmented Slots Enabling Reliable Real-Time Transmission in Industrial Wireless Sensor Networks”. IEEE Transactions on Industrial Electronics, vol. 62, no. 6, pp. 3966-3977, 2015.  (SCIE-An1，影响因子：7.168)
  17. Zheng Tao, Qin Yajuan, Gao Deyun, and Zhang Hongke, "Channel Assignment Method Using Parallel Tabu Search Based on Graph Theory in Wireless Sensor Networks," CHINA COMMUNICATIONS, vol. 8, pp. 73-82, May 2011.  (SCIE-An4，影响因子：0.903)
  18. Duan Junqi, Zhang Sidong, and Zheng Tao, "Improved Implementation and Evaluation of Wireless Sensor Networks in Intelligent Building," CHINA COMMUNICATIONS, vol. 8, pp. 64-71, 2011.  (SCIE-An4，影响因子：0.903)
  19. 袁冲， 郑涛，董平，姚琳元，"高速环境下智慧动态监测系统的设计与实现"，计算机技术与发展，2016 (C)


会议论文：

  1. Liu, Bowen, Tao Zheng, Kyi Thar, Mikael Gidlund, Xiaoting Ma, Bo Lei, Hongke Zhang, and Mohsen Guizani. "Intelligent Traffic-Service Mapping of Network for Advanced Industrial IoT Edge Computing." In 2024 IEEE 20th International Conference on Factory Communication Systems (WFCS), pp. 1-8. IEEE, 2024.
  2. Zheng Tao, Z. Meng, Q. Gu, F. Huang and M. Gidlund, "A Preliminary Prototype Based on Biological Mimicry for Hardware Data Acquisition," 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA ), 2021, pp. 1-4, doi: 10.1109/ETFA45728.2021.9613604.
  3. Qiao Wenxuan, Dong Ping, Du Xiaojiang, Zhang Yuyang, Zheng Tao, Zhang Hongke, and Mohsen Guizani. "A Bottleneck-Aware Multipath Scheduling Mechanism for Social Networks." In ICC 2021-IEEE International Conference on Communications, pp. 1-6. IEEE, 2021.
  4. Wang, Zongzheng, Dong Ping, Du Xiaojiang, Zheng Tao, Zhang Hongke, and Mohsen Guizani. "An Efficient Network Coding Scheme for Heterogeneous Wireless Networks." In GLOBECOM 2020-2020 IEEE Global Communications Conference, pp. 1-6. IEEE, 2020.
  5. Zhang Yuyang, Dong Ping, Yu Yong, Du Xiaojiang, Luo Hongbin, Zheng Tao and Guizani Mohsen, "A Bignum Network Coding Scheme for Multipath Transmission in Vehicular Networks," GLOBECOM 2018 - 2018 IEEE Global Communications Conference, Singapore, 2018, pp. 1-6.
  6. Zheng Tao, Dong Jiaye, Zhang Yuyang and Dong Ping, "Dynamic Multi-link Scheduling for Cellular Networks in High-Speed Transportation Systems," IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, 2017, pp. 6027-6032.
  7. Zhang Yuyang, Zheng Tao(*), Dong Ping and Luo Hongbin, "Comprehensive Analysis on Heterogeneous Wireless Network in High-speed Scenarios," in the 5th International Conference on Enterprise Systems, 2017, (Journal Recommended).
  8. Yan Xiaoyun, Dong Ping, Zheng Tao, Zhang Hongke and Yu shui, "Fuzzy Multi-attribute Utility based Network Selection Approach for High-Speed Railway Scenario," GLOBECOM 2017 - 2017 IEEE Global Communications Conference, Singapore, 2017, pp. 1-6.
  9. Song Jiayang, Dong Ping, Zhou Huachun, Zheng Tao, Du Xiaojiang and Guizani Mohsen, "A Performance Analysis Model for TCP over Multiple Heterogeneous Paths in 5G networks," GLOBECOM 2017 - 2017 IEEE Global Communications Conference, Singapore, 2017, pp. 1-6.
  10. Xu Tong, Gao Deyun, Dong Ping, Zheng Tao and Sun Jianan, "SmartSec: A Smart Security Mechanism for the New‐Flow Attack in Software‐Defined Networking," 2017 IEEE 85th Vehicular Technology Conference (VTC Spring), Sydney, NSW, 2017, pp. 1-7.
  11. J. Song, H. Zhou, W. Quan, Zheng Tao and P. Dong, "Modeling Link Quality for High-Speed Railway Networks Based on Hidden Markov Chain," 2016 IEEE 83rd Vehicular Technology Conference (VTC Spring), Nanjing, 2016, pp. 1-5.
  12. L. Yao, P. Dong, Zheng Tao, H. Zhang, X. Du and M. Guizani, "Network security analyzing and modeling based on Petri net and Attack tree for SDN," 2016 International Conference on Computing, Networking and Communications (ICNC), Kauai, HI, 2016, pp. 1-5.
  13. Ping Dong, Xiaojiang Du, Zheng Tao and Hongke Zhang, "Improving QoS on high-speed vehicle by multipath transmission based on practical experiment," 2015 IEEE Vehicular Networking Conference (VNC), Kyoto, 2015, pp. 32-35.
  14. Yang Dong, Wang Hongchao, Zheng Tao, Zhang Hongke, Gidlund M. and Xu Youzhi, "Demonstration abstract: Applying industrial wireless sensor networks to welder machine system," in Information Processing in Sensor Networks, IPSN-14 Proceedings of the 13th International Symposium on , vol., no., pp.319-320, 15-17 April 2014
  15. Zheng Tao, Gidlund M., and Akerberg J., "Deterministic Medium Access Mechanism for Time-Critical Wireless Sensor Network Applications," in Personal, Indoor and Mobile Radio Communications (PIMRC), 2013 24th Annual IEEE International Symposium on, 2013, pp. 1603-1607.(ISTP/EI:20140717294501)
  16. Zheng Tao, Gidlund M., and Akerberg J., "Medium Access Protocol Design for Time-Critical Applications in Wireless Sensor Networks," in Factory Communication Systems (WFCS), 2014 10th IEEE Workshop on, 2014, pp 1-7.
  17. Zheng Tao, Qin Yajuan, Zhang Hongke, and Kuo Sy-Yen, "A self-configurable power control algorithm for cognitive radio-based industrial wireless sensor networks with interference constraints," in 2012 IEEE International Conference on Communications, ICC 2012, June 10, 2012 - June 15, 2012, Ottawa, ON, Canada, 2012, pp. 98-103. (ISTP: 000312855700019 & EI: 20130215893934)
  18. Zheng Tao, Qin Yajuan, Gao Deyun, and Zhang Hongke, "Environmental monitoring and air-conditioning automatic control with intelligent building wireless sensor network," in Control Automation Robotics & Vision (ICARCV), 2010 11th International Conference on, 2010, pp. 2431-2436.( ISTP: 000291559800416 & EI: 20111113739102)
  19. Zheng Tao, Qin Yajuan, Gao Deyun, Duan Junqi and Zhang Hongke, "A practical deployment of Intelligent Building Wireless Sensor Network for environmental monitoring and air-conditioning control," in Network Infrastructure and Digital Content, 2010 2nd IEEE International Conference on, 2010, pp. 624-628. (EI: 20110313583729)
  20. Zheng Tao, Qin Yajuan, Gao Deyun, and Zhang Hongke, "A novel channel assignment method using Tabu Search based on graph theory in Wireless Sensor Networks," in Broadband Network and Multimedia Technology (IC-BNMT), 2010 3rd IEEE International Conference on, 2010, pp. 1079-1083. (EI: 20110813689041)
  21. Zheng Tao, Qin Yajuan, Gao Deyun, Duan Junqi and Zhang Hongke, "Hybrid Model Design and Transmission Rate Optimize with Interference Temperature Constraints in Cognitive Radio Sensor Networks," in Wireless Communications, Networking and Mobile Computing (WiCOM), 2011 7th International Conference on, 2011, pp. 1-4. (ISTP: 000305092100446 & EI: 20114414461784)
  22. Yu Kan, Zheng Tao, Pang Zhibo, Gidlund M., Akerberg J. and Mats B., "Reliable flooding-based downlink transmissions for Industrial Wireless Sensor and Actuator Networks," in Industrial Technology (ICIT), 2013 IEEE International Conference on, 2013, pp. 1377-1384.(ISTP: 000322785200216 & EI: 20114414461784)
  23. Zhao Jing, Yang Dong, Qin Yajuan, Zheng Tao, Duan Junqi, and Gidlund M., "Issues of routing protocol for Wireless Industrial Sensor Networks," in 38th Annual Conference on IEEE Industrial Electronics Society, IECON 2012, October 25, 2012 - October 28, 2012, Montreal, QC, Canada, 2012, pp. 3225-3230. (ISTP: 000316962903032 & EI: 20130515968754)
  24. Gao Deyun, Zheng Tao, Peng Dong, and Zhang Sidong, "A general multi-sensor node in wireless sensor networks," in Communications Technology and Applications, 2009. ICCTA '09. IEEE International Conference on, 2009, pp. 406-411. (ISTP: 000277107800082 & EI: 20100412657493)
  25. Gao Deyun, Zheng Tao, Zhang Sidong, and Oliver. W. W. Yang, "Improved Gradient-Based Micro Sensor Routing Protocol with Node Sleep Scheduling in Wireless Sensor Networks," in Vehicular Technology Conference Fall (VTC 2010-Fall), 2010 IEEE 72nd, 2010, pp. 1-5. (ISTP: 000287525200252 & EI: 20104813440860)
  26. Duan Junqi, Qin Yajuan, Zhang Sidong, Zheng Tao, and Zhang Hongke, "Issues of trust management for mobile wireless sensor networks," in 7th International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2011, September 23, 2011 - September 25, 2011, Wuhan, China, 2011. ( ISTP: 000305092100474 & EI: 20114414461812)
  27. Sun Liang, Yang Dong, Zheng Tao, and Qin Yajuan, "A service composition selection method based on sharing routing in wireless sensor networks," in 2011 International Conference on Advanced Intelligence and Awareness Internet, AIAI 2011, October 28, 2011 - October 30, 2011, Shenzhen, China, 2011, pp. 46-49. (EI: 20122915249330)

专利

获授权发明专利多项，多项发明专利获得技术转让和许可。

获奖与荣誉


  1. 中国电子学会科学技术奖（技术发明类）， 一等奖（省部级）， 智慧协同网络及应用， 2016-12
  2. 2020年所在团队下一代互联网互联设备国家工程实验室教师团队获北京交通大学优秀研究生导学团队
  3. 2018年所在团队下一代互联网互联设备国家工程实验室教师团队获教育部全国高校黄大年式教师团队