个人简介

徐建鹏于2022年在北京交通大学获工学博士学位，研究方向包括高速铁路移动通信、语义通信、移动边缘计算、智能超表面、去蜂窝大规模MIMO、深度强化学习赋能的无线通信。以第一作者身份在IEEE Transactions on Wireless Communications、 IEEE Wireless Communications、 IEEE Communications Magazine、 IEEE Transactions on Intelligent Transportation Systems、 IEEE Transactions on Vehicular Technology等高水平期刊上发表论文10余篇，包含中科院一区期刊论文6篇。

欢迎数学和英语基础良好、有发表高水平SCI论文意愿的同学联系，E-mail: xujpeng@126.com。

教育经历

2018.09 – 2022.06, 北京交通大学, 信息与通信工程, 博士, 导师：艾渤教授（IEEE Fellow）

国际访问经历

2021.06 – 2022.06, 新加坡科技设计大学, 访问博士生, 导师：Tony Q.S. Quek教授（IEEE Fellow）

科研项目

[1] 智能超表面辅助的移动边缘计算任务卸载研究

[2] 智能超表面辅助的高速铁路下一代通信系统关键技术研究

[3] 基于深度强化学习的智能高铁资源分配研究

论文

1. Jianpeng Xu, Bo Ai, Lina Wu, Weirong Wang, Yaoyuan Zhang and Huiya Li, “Deep Reinforcement Learning for Computation Rate Maximization in RIS-Enabled Mobile Edge Computing," IEEE Transactions on Vehicular Technology, vol. 73, no. 7, pp. 10862-10866, July 2024. (IF：6.8)

2. Jianpeng Xu, Aoshuo Xu, Liangyu Chen, Yali Chen, Xiaolin Liang and Bo Ai, "Deep Reinforcement Learning for RIS-Aided Secure Mobile Edge Computing in Industrial Internet of Things," IEEE Transactions on Industrial Informatics, vol. 20, no. 2, pp. 2455-2464, Feb. 2024. (IF：12.3)

3. Jianpeng Xu, Chunyan Shan, Lina Wu, Qingshun Zhang, Shuaiqi Liu and Bo Ai, "Deep Reinforcement Learning for RIS-Empowered High-Speed Railway Cell-Free Networks," IEEE Wireless Communications Letters, vol. 12, no. 12, pp. 2078-2082, Dec. 2023. (IF：6.3)

4. Jianpeng Xu, Bo Ai and Tony Q.S. Quek, " Towards Interference Suppression: RIS-Aided High-Speed Railway Networks via Deep Reinforcement Learning," IEEE Transactions on Wireless Communications, vol. 22, no. 6, pp. 4188-4201, June 2023. (IF：10.4)

5. Jianpeng Xu, Bo Ai, Liangyu Chen, Yaping Cui and Ning Wang, "Deep Reinforcement Learning for Computation and Communication Resource Allocation in Multiaccess MEC Assisted Railway IoT Networks," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 12, pp. 23797-23808, Dec. 2022. (IF：8.5)

6. Jianpeng Xu and Bo Ai, "Experience-Driven Power Allocation Using Multi-Agent Deep Reinforcement Learning for Millimeter-Wave High-Speed Railway Systems," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 6, pp. 5490-5500, June 2022. (IF：6.319)

7. Jianpeng Xu, Bo Ai, "When mmWave High-Speed Railway Networks Meet Reconfigurable Intelligent Surface: A Deep Reinforcement Learning Method," IEEE Wireless Communications Letters, vol. 11, no. 3, pp. 533-537, March 2022. (IF：4.348)

8. Jianpeng Xu and Bo Ai, "Deep Reinforcement Learning for Handover-Aware MPTCP Congestion Control in Space-Ground Integrated Network of Railways," IEEE Wireless Communications, vol. 28, no. 6, pp. 200-207, December 2021. (IF：11.391)

9. Jianpeng Xu and Bo Ai, "Artificial Intelligence Empowered Power Allocation for Smart Railway," IEEE Communications Magazine, vol. 59, no. 2, pp. 28-33, February 2021. (IF：11.052)

10. Jianpeng Xu, Bo Ai, Liangyu Chen, Li Pei, Yujian Li and Yul Yunazwin Nazaruddin, "When High-Speed Railway Networks Meet Multipath TCP: Supporting Dependable Communications," IEEE Wireless Communications Letters, vol. 9, no. 2, pp. 202-205, Feb. 2020. (IF：4.66)

11. Jianpeng Xu, Bo Ai, Lina Wu and Liangyu Chen, "Handover-Aware Cross-Layer Aided TCP With Deep Reinforcement Learning for High-Speed Railway Networks," IEEE Networking Letters, vol. 3, no. 1, pp. 31-35, March 2021.

12. Jianpeng Xu, Bo Ai, Liangyu Chen and Lina Wu, "Deep Reinforcement Learning for Communication and Computing Resource Allocation in RIS Aided MEC Networks," ICC 2022 - IEEE International Conference on Communications, 2022, pp. 1-6.

13. Jianpeng Xu, Bo Ai, Tony Q.S. Quek and Yupei Liu, "Deep Reinforcement Learning for Interference Suppression in RIS-Aided High-Speed Railway Networks," 2022 IEEE International Conference on Communications Workshops (ICC Workshops), 2022, pp. 1-6.

14. Jianpeng Xu, Bo Ai, Yannan Sun and Yali Chen, "Power Allocation for Millimeter-Wave Railway Systems with Multi-Agent Deep Reinforcement Learning," GLOBECOM 2020 - 2020 IEEE Global Communications Conference, 2020, pp. 1-6.

15. Jianpeng Xu, Bo Ai and Liangyu Chen, "Joint Beamforming and Power Allocation in Millimeter-Wave High-Speed Railway Systems," GLOBECOM 2020 - 2020 IEEE Global Communications Conference, 2020, pp. 1-6.

16. Jianpeng Xu, Bo Ai, Guowei Shi, Zhangdui Zhong, Selvi Lukman and Bagus Juliyanto, "Cross-Layer Assisted TCP for Dependable Communications in High-Speed Railway Networks," 2019 11th International Conference on Wireless Communications and Signal Processing (WCSP), 2019, pp. 1-6.

    荣誉与奖励

    [1] 北京交通大学知行奖学金（全校研究生每年评选10人）

    [2] 北京市优秀毕业生

    [3] 北京交通大学优秀毕业生

    [4] 国家奖学金

    [5] 第十五届“挑战杯”全国大学生课外学术科技作品三等奖（1/5）

    [6] 第十届“挑战杯”内蒙古自治区大学生校外学术科技竞赛省级特等奖（1/5）