個人簡介

徐建鵬于2022年在北京交通大學獲工學博士學位，研究方向包括高速鐵路移動通信、語義通信、移動邊緣計算、智能超表面、去蜂窩大規模MIMO、深度強化學習賦能的無線通信。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等高水平期刊上發表論文10餘篇，包含中科院一區期刊論文6篇。

歡迎數學和英語基礎良好、有發表高水平SCI論文意願的同學聯系，E-mail: xujpeng@126.com。

教育經曆

2018.09 – 2022.06, 北京交通大學, 信息與通信工程, 博士, 導師：艾渤教授（IEEE Fellow）

國際訪問經曆

2021.06 – 2022.06, 新加坡科技設計大學, 訪問博士生, 導師：Tony Q.S. Quek教授（IEEE Fellow）

科研項目

[1] 智能超表面輔助的移動邊緣計算任務卸載研究

[2] 智能超表面輔助的高速鐵路下一代通信系統關鍵技術研究

[3] 基于深度強化學習的智能高鐵資源分配研究

論文

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.

    榮譽與獎勵

    [1] 北京交通大學知行獎學金（全校研究生每年評選10人）

    [2] 北京市優秀畢業生

    [3] 北京交通大學優秀畢業生

    [4] 國家獎學金

    [5] 第十五屆“挑戰杯”全國大學生課外學術科技作品三等獎（1/5）

    [6] 第十屆“挑戰杯”内蒙古自治區大學生校外學術科技競賽省級特等獎（1/5）