骨干教师：董培浩

个人简介：

董培浩，工学博士，副研究员，硕士生导师，江苏省“双创博士”，中国通信学会高级会员，入选南京留学人员科技创新择优资助。其为山东大学学士、硕士，东南大学博士，美国佐治亚理工学院联合培养博士（导师：IEEE通信学会阿姆斯特朗终身成就奖得主Geoffrey Ye Li教授）。研究方向包括AI赋能天地一体无线网络、可解释智能通信与频谱认知、超大规模MIMO、毫米波通信等前沿方向的研究。主持国家自然科学基金面上及青年基金、江苏省自然科学基金青年基金、移动通信全国重点实验室开放课题等项目，参与国家自然科学基金重点项目（子课题负责人）、美国Intel研发项目（骨干成员）、国家科技重大专项等，在IEEE JSTSP、IEEE TVT、IEEE IoTJ、IEEE CL、IEEE ICASSP、IEEE GLOBECOM等国际权威期刊和会议发表论文20余篇（1篇入选ESI热点论文和高被引论文），担任国家自然科学基金通讯评审专家、教育部学位中心评审专家、江苏省科技咨询专家、广东省基础与应用基础研究基金项目评审专家、中国通信学会人工智能技术与应用委员会委员，也是GLOBECOM 2020-2023、ICC 2020 workshop等领域顶级会议的技术委员会成员以及IEEE JSAC、IEEE JSTSP、IEEE TSP、IEEE TWC、IEEE TCOM、IEEE TVT、IEEE WCL、IEEE CL等国际权威期刊审稿人。

（邮箱：phdong@nuaa.edu.cn，办公室：电子信息工程学院512房间）

教育经历：

2017年10月－2019年10月佐治亚理工学院电气与电子工程联合培养博士

2015年09月－2020年09月东南大学信息与通信工程博士

2012年09月－2015年06月山东大学通信与信息系统硕士

2008年09月－2012年06月山东大学通信工程学士

工作经历：

2020年11月至今南京航空航天大学电子信息工程学院副研究员

研究方向：

天地一体无线网络、可解释智能通信与认知、大规模MIMO、毫米波/太赫兹通信

部分承担项目：

1. 国家自然科学基金面上项目，2025.01-2028.12，主持

2. 国家自然科学基金青年基金，2022.01-2024.12，主持

3. 国家自然科学基金重点项目，2023.01-2027.12，主要参与

4. 江苏省自然科学基金青年基金，2021.07-2024.06，主持

5. 江苏省“双创博士”项目，主持

6. 移动通信全国重点实验室开放课题，2022.01-2023.12，主持

7. 南京市留学人员科技创新项目择优资助，2021.08-2022.07，主持

8. 中央高校基本科研业务费，2024.01-2025.12，主持

部分发表文章：

1. Peihao Dong, Jibin Jia, Shen Gao, Fuhui Zhou and Qihui Wu, “Pruned convolutional attention network based wideband spectrum sensing with sub-Nyquist sampling,” IEEE Transactions on Vehicular Technology, Accepted for publication, 2024.

2. Peihao Dong, Chaowei He, Shen Gao, Fuhui Zhou and Qihui Wu, “Edge Learning Based Collaborative Automatic Modulation Classification for Hierarchical Cognitive Radio Networks,” IEEE Internet of Things Journal, vol. 11, no. 21, pp. 34443-34454, 1 Nov.1, 2024.

3. Peihao Dong, Hua Zhang, Geoffrey Ye Li, Ivan Simões Gaspar, and Navid NaderiAlizadeh, “Deep CNN-based channel estimation for mmWave massive MIMO systems,” IEEE Journal of Selected Topics in Signal Processing, vol. 13, no. 5, pp. 989−1000, Sep. 2019. (ESI热点及高被引论文)

4. Peihao Dong, Hua Zhang, Wei Xu, and Xiaohu You, “Efficient low-resolution ADC relaying for multiuser massive MIMO system,” IEEE Transactions on Vehicular Technology, vol. 66, no. 12, pp. 11039−11056, Dec. 2017.

5. Peihao Dong, Hua Zhang, Wei Xu, and Geoffrey Ye Li, “Coexistence of direct and relayed transmission users in multi-cell massive MIMO systems,” IEEE Transactions on Vehicular Technology, vol. 68, no. 4, pp. 3728−3746, Apr. 2019.

6. Peihao Dong, Hua Zhang, Qihui Wu, and Geoffrey Ye Li, “Spatially correlated massive MIMO relay systems with low-resolution ADCs”, IEEE Transactions on Vehicular Technology, vol. 69, no. 6, pp. 6541−6553, Jun. 2020.

7. Peihao Dong, Hua Zhang, Wei Xu, Geoffrey Ye Li, and Xiaohu You, “Performance analysis of multiuser massive MIMO with spatially correlated channels using low-precision ADC,” IEEE Communications Letters, vol. 22, no. 1, pp. 205−208, Jan. 2018.

8. Peihao Dong, Qihui Wu, Xiaofei Zhang and Guoru Ding, “Edge semantic cognitive intelligence for 6G networks: Novel theoretical models, enabling framework, and typical applications,” China Communications, vol. 19, no. 8, pp. 1-14, Aug. 2022.

9. Shen Gao, Peihao Dong*, Zhiwen Pan and Xiaohu You, “Lightweight deep learning based channel estimation for extremely large-scale massive MIMO systems”, IEEE Transactions on Vehicular Technology, vol. 73, no. 7, pp. 10750-10754, July 2024.

10. Shen Gao, Peihao Dong*, Zhiwen Pan* and Geoffrey Ye Li, “Reinforcement learning based cooperative coded caching under dynamic popularities in ultra-dense networks,” IEEE Transactions on Vehicular Technology, vol. 69, no. 5, pp. 5442−5456, May 2020.

11. Shen Gao, Peihao Dong*, Zhiwen Pan* and Geoffrey Ye Li, Deep multi-stage CSI acquisition for reconfigurable intelligent surface aided MIMO systems, IEEE Communications Letters, vol. 25, no. 6, pp. 2024-2028, June 2021.

12. Shen Gao, Peihao Dong, Zhiwen Pan, Geoffrey Ye Li, “Deep learning based channel estimation for massive MIMO with mixed resolution ADCs,” IEEE Communications Letters, vol. 23, no. 11, pp. 1989−1993, Nov. 2019.

13. Chenhao Qi, Peihao Dong, Wenyan Ma, Hua Zhang, Zaichen Zhang, and Geoffrey Ye Li, “Acquisition of channel state information for mmWave massive MIMO: traditional and machine learning-based approaches,” Sci China Information Sciences, 2021, 64(8): 181301.

14. Peihao Dong, Hua Zhang, and Geoffrey Ye Li, Navid NaderiAlizadeh, and Ivan Simões Gaspar, “Deep CNN for wideband mmWave massive MIMO channel estimation using frequency correlation,” in Proc. IEEE Int. Conf. Acoust., Speech, and Signal Process. (ICASSP), Brighton, UK, May 2019, pp. 4529−4533.

15. Peihao Dong, Hua Zhang, and Geoffrey Ye Li, “Machine learning prediction based CSI acquisition for FDD massive MIMO downlink,” in Proc. IEEE Global Commun. Conf. (Globecom’18), Abu Dhabi, UAE, Dec. 2018, pp. 1−6.

16. Peihao Dong et al., “Finite length buffer relaying based incremental hybrid decode-amplify-forward cooperative system,” in Proc. IEEE International Conference on Communications in China (ICCC), Nov. 2015, pp. 1−6.

17. Chaowei He, Peihao Dong*, Fuhui Zhou, and Qihui Wu, “Collaborative Automatic Modulation Classification via Deep Edge Inference for Hierarchical Cognitive Radio Networks,” in Proc. IEEE/CIC ICCC, Hangzhou, China, Aug. 2024, pp. 1−6.

18. Jibin Jia, Peihao Dong*, Fuhui Zhou, and Qihui Wu, “Federated Transfer Learning Based Cooperative Wideband Spectrum Sensing with Model Pruning,” in Proc. IEEE/CIC ICCC, Hangzhou, China, Aug. 2024, pp. 1−6.

19. Jingchun Wang, Peihao Dong*, Fuhui Zhou, Qihui Wu, “Information Importance-Aware Defense against Adversarial Attack for Automatic Modulation Classification: An XAI-Based Approach,” in Proc. WCSP 2024, Hefei, China, Oct. 2024, pp. 626-631.

20. Shuangshuang Li, Peihao Dong*, “Mixed Attention Transformer Enhanced Channel Estimation for Extremely Large-Scale MIMO Systems,” in Proc. WCSP 2024, Hefei, China, Oct. 2024, pp. 394-399.

学术兼职：

1. 中国通信学会人工智能技术与应用委员会委员

2. 中国通信学会高级会员

3. IEEE Member

4. 中国电子学会会员

5. 中国人工智能学会会员

6. 国家自然科学基金通讯评审专家

7. 教育部学位中心评审专家

8. 江苏省科技咨询专家

9. 广东省基础与应用基础研究基金项目评审专家

10. 领域著名会议技术委员会成员（TPC Member）：

（1） IEEE Global Communications Conference (GLOBECOM) 2020-2024

（2） 2020 IEEE International Conference on Communications (ICC) Workshop

（3） 2020 IEEE/CIC International Conference on Communications in China (ICCC)

（4） 2019 International Conference on Wireless Communications and Signal Processing (WCSP)

11. 领域著名期刊审稿人：

（1） IEEE Journal on Selected Areas in Communications

（2） IEEE Journal of Selected Topics in Signal Processing

（3） IEEE Transactions on Signal Processing

（4） IEEE Transactions on Wireless Communications

（5） IEEE Transactions on Communications

（6） IEEE Transactions on Vehicular Technology

（7） IEEE Internet of Things Journal

（8） IEEE Wireless Communications Letters

（9） IEEE Communications Letters