职务：副教授

电子邮件：xinhe@stu.edu.cn

办公地址： 新行政中心208

研究方向：深度学习AI设计无线通信、MIMO雷达波形设计、智能反射面设计、凸优化

科研项目：2019-2021，毫米波通信中基于QoS概率受限的稳健波束成形，课题编号： 61807018，项目经费26万元人民币

学习经历

2012.09-2015.09 香港大学 电机与电子工程系 博士学位

2010.09-2012.09 香港大学 电机与电子工程系 硕士学位

2007.09-2010.04 北京邮电大学 信息与通信工程系 硕士学位

2003.09-2007.07 四川大学 电子信息工程系 学士学位

工作经历

2021.09-至今 汕头大学，工学院电子系，副教授

2019.05-2021.05 深圳大学，电子与信息工程学院，博士后

2017.08-2018.07 南方科技大学，创新创业学院，研究型助理教授

2017.05-2017.07 深圳御澜投资有限公司，量化研究员

2015.10-2017.05 新加坡南洋理工大学，电机与电子工程系，博士后

期刊论文：

一， 深度学习AI设计无线通信

[0] Xin He, L. Huang, J. Wang and Y. Gong, "Learn to Optimize RIS Aided Hybrid Beamforming With Out-of-Distribution Generalization," in IEEE Transactions on Vehicular Technology, 2024. doi: 10.1109/TVT.2024.3368084.

二， 数学优化及其通信应用

[1] Xin He, Jiangzhou Wang, “QCQP With Extra Constant Modulus Constraints: Theory and Application to SINR Constrained Mmwave Hybrid Beamforming,” in IEEE Transactions on Signal Processing, vol. 70, pp. 5237-5250, 2022.

[2] Xin He, Yik-Chung Wu, “Set Squeezing Procedure for Quadratically Perturbed Chance-Constrained Programming,” IEEE Transactions on Signal Processing, vol. 69, no. 2, pp. 682-694, 2021.

三， 智能反射面

[3] Xin He, J. Wang and Y. Gong, "Efficient Algorithms for RIS Aided Hybrid Beamforming With MSE Constraints," in IEEE Transactions on Wireless Communications, 2023, doi: 10.1109/TWC.2023.3291713.

[4] Xin He, Lei Huang, Jiangzhou Wang, “Novel Relax-and-Retract Algorithm for Intelligent Reflecting Surface Design,” IEEE Transactions on Vehicular Technology, vol. 70, no. 2, pp. 1995-2000, 2021.

四， 通信雷达联合设计

[5] Xin He, Lei Huang, “Joint MIMO Communication and MIMO Radar under Different Practical Waveform Constraints,” in IEEE Transactions on Vehicular Technology, vol. 69, no. 12, pp. 16342-16347, Dec. 2020.

[6] Xin He, Lei Huang, “Transceiver coexistence design of MIMO radar and MIMO communication under Gaussian model uncertainty,” in IET Signal Processing, vol. 16, no. 7, pp. 838-850, Apr. 2022.

[7] Xin He, Lei Huang, Jiangzhou Wang, “MIMO radar design with joint constant-modulus and any p-norm similarity constraints,” Digital Signal Processing, vol.137, 15 June 2023.

五， 通信波束成形

[8] Xin He, Yik-Chung Wu, “Tight Probabilistic SINR Constrained Beamforming Under Channel Uncertainties,” IEEE Transactions on Signal Processing, vol. 63, no. 13, pp. 3490-3505, 2015.

[9] Xin He, Yik-Chung Wu, “Probabilistic QoS Constrained Robust Downlink Multiuser MIMO Transceiver Design with Arbitrarily Distributed Channel Uncertainty,” IEEE Transactions on Wireless Communications, vol. 12, no. 12, pp. 6292-6302, 2013.

[10] Xin He, Tao Luo, Guangxin Yue, ”Optimized Distributed MIMO for Cooperative Relay Networks,” IEEE Communications Letters, vol. 14, no. 1, pp. 9-11, 2010.

六， 隐私保护以及深度学习

[11] Xin He, W. P. Tay, L. Huang, M. Sun and Y. Gong, ”Privacy-Aware Sensor Network Via Multilayer Nonlinear Processing,” IEEE Internet of Things Journal, vol. 6, no. 6, pp. 10834-10845, Dec. 2019.

[12] Meng Sun, Wee Peng Tay, Xin He, ”Towards Information Privacy for the Internet of Things: A Non-parametric Learning Approach,” IEEE Transactions on Signal Processing, vol. 66, no. 1, pp. 1734 - 1747, 2018.