何东轩

预聘助理教授

出生年月：1990年9月

办公电话：010-68911841

电子邮件：dongxuan_he@bit.edu.cn

所在学科

信息与通信工程

研究方向

移动通信、人工智能、物理层安全、太赫兹传输

个人简历

2022.06 至今：任职于 麻痘miya忘忧草一区 麻痘miya忘忧草一区

2019.09-2022.03：任职于 清华大学 电子工程系

2017.09-2018.09：就读于 新加坡科技设计大学 通信工程专业 联合培养博士

2013.09-2019.06：就读于 麻痘miya忘忧草一区 信息与通信工程专业 博士

2009.09-2013.06：就读于 麻痘miya忘忧草一区 自动化专业 本科

代表性学术成果

[1] 国家自然科学基金青年项目《基于深度学习的太赫兹信号处理关键技术》项目负责人

[2] 中国博士后科学基金面上项目《基于深度神经网络及强化学习的物理层安全传输技术研究》项目负责人

[3] D. He, Z. Wang, T. Q. S. Quek, S. Chen and L. Hanzo, "Deep Learning-Assisted TeraHertz QPSK Detection Relying on Single-Bit Quantization," in IEEE Transactions on Communications, vol. 69, no. 12, pp. 8175-8187, Dec. 2021, doi: 10.1109/TCOMM.2021.3112216.

[4] K. Ma, D. He, H. Sun, Z. Wang and S. Chen, "Deep Learning Assisted Calibrated Beam Training for Millimeter-Wave Communication Systems," in IEEE Transactions on Communications, vol. 69, no. 10, pp. 6706-6721, Oct. 2021, doi: 10.1109/TCOMM.2021.3098683.（通讯作者）

[5] D. He, C. Liu, H. Wang and T. Q. S. Quek, "Learning-Based Wireless Powered Secure Transmission," in IEEE Wireless Communications Letters, vol. 8, no. 2, pp. 600-603, April 2019, doi: 10.1109/LWC.2018.2881976.

[6] D. He, C. Liu, T. Q. S. Quek and H. Wang, "Transmit Antenna Selection in MIMO Wiretap Channels: A Machine Learning Approach," in IEEE Wireless Communications Letters, vol. 7, no. 4, pp. 634-637, Aug. 2018, doi: 10.1109/LWC.2018.2805902.

[7] D. He and Z. Wang, "Deep Learning-Assisted Demodulation for TeraHertz Communications Under Hybrid Distortions," in IEEE Communications Letters, vol. 26, no. 2, pp. 325-329, Feb. 2022, doi: 10.1109/LCOMM.2021.3132965.

[8] H. Zhao, D. He, Z. Kang and H. Wang, "Orthogonal Time Frequency Space (OTFS) With Dual-Mode Index Modulation," in IEEE Wireless Communications Letters, vol. 10, no. 5, pp. 991-995, May 2021, doi: 10.1109/LWC.2021.3053981.（通讯作者）

[9] J. Lu, D. He and Z. Wang, "Secure Routing in Multihop Ad-Hoc Networks With SRR-Based Reinforcement Learning," in IEEE Wireless Communications Letters, vol. 11, no. 2, pp. 362-366, Feb. 2022, doi: 10.1109/LWC.2021.3128582.（通讯作者）

[10] Z. Huang, D. He, J. Chen, Z. Wang and S. Chen, "Autoencoder with fitting network for Terahertz wireless communications: A deep learning approach," in China Communications, vol. 19, no. 3, pp. 172-180, March 2022, doi: 10.23919/JCC.2022.03.012.（通讯作者）

[11] J. Lu, D. He and Z. Wang, "DeepAntiJam: Stackelberg game-oriented secure transmission via deep reinforcement learning," in IEEE Communications Letters, 2022, doi: 10.1109/LCOMM.2022.3182001.（通讯作者）

[12] D. Peng, D. He, Y. Li and Z. Wang, "Integrating Terrestrial and Satellite Multibeam Systems Toward 6G: Techniques and Challenges for Interference Mitigation," in IEEE Wireless Communications, vol. 29, no. 1, pp. 24-31, February 2022, doi: 10.1109/MWC.002.00293.

[13] K. Ma, D. He, H. Sun and Z. Wang, "Deep Learning Assisted mmWave Beam Prediction with Prior Low-frequency Information," ICC 2021 - IEEE International Conference on Communications, 2021, pp. 1-6, doi: 10.1109/ICC42927.2021.9500788.

荣誉奖励

IEEE Wireless Communications Letters 2021年最佳审稿人

学术兼职及其他