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个人简介

董培浩,工学博士,南京航空航天大学电子信息工程学院副研究员,硕士生导师,入选江苏省“双创博士”、南京市留学人员科技创新择优资助。分别于2012年和2015年获山东大学学士和硕士学位,2020年获东南大学博士学位,2017年至2019年为美国佐治亚理工学院联合培养博士(CSC公派),师从无线通信领域著名专家、IEEE通信学会阿姆斯特朗终身成就奖得主Geoffrey Ye Li教授。2020年11月加入南京航空航天大学电子信息工程学院,主要从事天地一体无线网络、语义认知与智能通信、频谱认知、大规模MIMO、毫米波/太赫兹通信等前沿方向的研究。主持国家自然科学基金、江苏省自然科学基金、移动通信国家重点实验室开放课题等项目,参与国家重点研发计划、国家科技重大专项、国家自然科学基金、美国Intel研发项目等,在IEEE JSTSP、IEEE TVT、IEEE CL、IEEE ICASSP、IEEE GLOBECOM等国际著名期刊和会议发表论文20余篇(1篇曾入选ESI热点论文),担任IEEE JSAC、IEEE JSTSP、IEEE TSP、IEEE TWC、IEEE TCOM、IEEE TVT、IEEE WCL、IEEE CL等国际著名期刊审稿人,并担任领域旗舰会议ICC 2020、GLOBECOM 2020、2021以及领域重要会议ICCC 2020、WCSP 2019的技术委员会(TPC)成员。 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9月-2020年9月 东南大学 信息与通信工程 博士 2012年9月-2015年6月 山东大学 通信与信息系统 硕士 2008年9月-2012年6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 承担项目: 1.基于小样本学习的无人机群快速鲁棒频谱感知技术研究,国家自然科学基金青年基金,2022.01-2024.12,主持 2. 基于小样本学习的毫米波大规模多天线系统鲁棒传输技术研究,江苏省自然科学基金青年基金,2021.07-2024.06,主持 3. 江苏省“双创博士”项目,主持 4. 复杂快变通信环境下毫米波大规模MIMO系统智能传输技术研究,东南大学移动通信国家重点实验室开放课题,2022.01-2023.12,主持 5. 面向智能信息处理的毫米波大规模MIMO通信系统鲁棒传输技术研究,南京市留学人员科技创新项目择优资助,2021.08-2022.07,主持 专利 [1]白智全,高鹏,董培浩等.一种大规模MIMO系统认知家庭网络接入方法:ZL201510113767.X[p].2015-06-10文献类型P [2]张华,董培浩,许威.基于深度神经网络的毫米波信道估计和压缩方法:-[p].2019-05-10文献类型P [3]白智全,董培浩,高深等.基于机会中继的增量混合式译码放大转发协作方法:ZL201310553630.7[p].2014-02-05文献类型P 科研项目 [1]基于小样本学习的无人机群快速鲁棒频谱感知技术研究 [2]面向智能信息处理的毫米波大规模MIMO通信系统鲁棒传输技术研究 [3]基于小样本学习的毫米波大规模多天线系统鲁棒传输技术研究

研究领域

天地一体无线网络、语义认知与智能通信、电磁频谱认知、大规模MIMO、毫米波/太赫兹通信

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

1. 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. 2. 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. 3. 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. 4. 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. 5. 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. 6. Peihao Dong, Hua Zhang, and Geoffrey Ye Li, “Framework on deep learning based joint hybrid processing for mmWave massive MIMO systems,” IEEE Access, vol. 8, pp. 106023−106035, 2020. 7. 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. 8. 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. 9. Linghui Ge, Peihao Dong*, Hua Zhang, Jun-Bo Wang* and Xiaohu You, “Joint beamforming and trajectory optimization for intelligent reflecting surfaces-assisted UAV communications,” IEEE Access, vol. 8, pp. 78702−78712, 2020. 10. 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. 11. 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. 12. Zhiquan Bai, Shen Gao, Shanshan Peng, and Peihao Dong, “Modified chirp waveforms-based OCC-UWB system with multiple interferences suppression,” IEEE System Journal, vol. 12, no. 1, pp. 814−822, Mar. 2018. 13. 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. 14. 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. 15. Peihao Dong, Zhiquan Bai, Yingyan Su, Shen Gao, Xiaotian Zhou, and Cheng-Xiang Wang, “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. [1] Peihao Dong,Hua Zhang,Geoffrey Ye Li等.Deep CNN-based channel estimation for mmWave massive MIMO systems[J].IEEE Journal of Selected Topics in Signal Processing,2019,13(5):989−1000 [2] Peihao Dong,Hua Zhang,Qihui Wu等.Spatially correlated massive MIMO relay systems with low-resolution ADCs[J].IEEE Transactions on Vehicular Technology,2020,69(6):6541−6553 [3] Peihao Dong,Hua Zhang,Wei Xu等.Coexistence of direct and relayed transmission users in multi-cell massive MIMO systems[J].IEEE Transactions on Vehicular Technology,2019,68(4):3728−3746 [4] Peihao Dong,Hua Zhang,Wei Xu等.Efficient low-resolution ADC relaying for multiuser massive MIMO system[J].IEEE Transactions on Vehicular Technology,2017,66(12):11039−11056 [5] Peihao Dong,Hua Zhang,Wei Xu等.Performance analysis of multiuser massive MIMO with spatially correlated channels using low-precision ADC[J].IEEE Communications Letters,2018,22(1):205−208 [6] Peihao Dong,Hua Zhang,Geoffrey Ye Li.Framework on deep learning based joint hybrid processing for mmWave massive MIMO systems[J].IEEE Access,2020,8:106023−106035 [7] Shen Gao,Peihao Dong,Zhiwen Pan等.Reinforcement learning based cooperative coded caching under dynamic popularities in ultra-dense networks[J].IEEE Transactions on Vehicular Technology,2020,69(5):5442−5456 [8] Shen Gao,Peihao Dong,Zhiwen Pan等.Deep Multi-Stage CSI Acquisition for Reconfigurable Intelligent Surface Aided MIMO Systems[J].IEEE Communications Letters,2021,25(6):2024-2028 [9] Shen Gao,Peihao Dong,Zhiwen Pan等.Deep learning based channel estimation for massive MIMO with mixed resolution ADCs[J].IEEE Communications Letters,2019,23(11):1989−1993 [10] Peihao Dong,Hua Zhang,Geoffrey Ye Li等.Deep CNN for wideband mmWave massive MIMO channel estimation using frequency correlation[C].2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),2019,-(-):4529−4533 [11] Peihao Dong,Hua Zhang,Geoffrey Ye Li.Machine learning prediction based CSI acquisition for FDD massive MIMO downlink[C].2018 IEEE Global Communications Conference (GLOBECOM),2018,-(-):1-6 [12] Peihao Dong,Zhiquan Bai,Yingyan Su等.Finite length buffer relaying based incremental hybrid decode-amplify-forward cooperative system[C].IEEE International Conference on Communications in China (ICCC),2015,-(-):1-6

学术兼职

1. IEEE Member 2. 中国通信学会高级会员 3. 中国电子学会会员 4. 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 Wireless Communications Letters (8) IEEE Communications Letters 5. 领域著名会议技术委员会成员(TPC Member): (1) 2021 IEEE Global Communications Conference (GLOBECOM) (2) 2020 IEEE Global Communications Conference (GLOBECOM) (3) 2020 IEEE International Conference on Communications (ICC) (4) 2020 IEEE/CIC International Conference on Communications in China (ICCC) (5) 2019 International Conference on Wireless Communications and Signal Processing

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