Title: Associate Professor
Email: xinhe@stu.edu.cn
Office: New Administrative Center Room 208
Research Interests
Deep learning-based AI design for wireless communications, MIMO radar waveform design, intelligent reflecting surface (IRS/RIS) design, convex optimization
Research Project
Robust Beamforming with Probabilistic QoS Constraints in Millimeter-Wave Communications, Project No. 61807018, Fund: 260,000 RMB, 2019–2021, Principal Investigator
Educational Background
Sep. 2012 – Sep. 2015: Ph.D. in Electrical and Electronic Engineering, The University of Hong Kong
Sep. 2010 – Sep. 2012: MPhil in Electrical and Electronic Engineering, The University of Hong Kong
Sep. 2007 – Apr. 2010: Master of Engineering in Information and Communication Engineering, Beijing University of Posts and Telecommunications
Sep. 2003 – Jul. 2007: Bachelor of Engineering in Electronic Information Engineering, Sichuan University
Working Experience
Sep. 2021 – Present: Associate Professor, Department of Electronic Engineering, College of Engineering, Shantou University
May 2019 – May 2021: Postdoctoral Fellow, College of Electronic and Information Engineering, Shenzhen University
Aug. 2017 – Jul. 2018: Research Assistant Professor, School of Innovation and Entrepreneurship, Southern University of Science and Technology
May 2017 – Jul. 2017: Quantitative Researcher, Shenzhen Yulan Investment Co., Ltd.
Oct. 2015 – May 2017: Postdoctoral Fellow, School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore
Journal Publications
1. Deep Learning and AI-Enabled Wireless Communication Design
[0] Xin He, L. Huang, J. Wang, Y. Gong. Learn to Optimize RIS Aided Hybrid Beamforming With Out-of-Distribution Generalization. IEEE Transactions on Vehicular Technology, 2024. DOI: 10.1109/TVT.2024.3368084.
2. Mathematical Optimization and Its Applications in Communications
[1] Xin He, Jiangzhou Wang. QCQP With Extra Constant Modulus Constraints: Theory and Application to SINR Constrained Mmwave Hybrid Beamforming. 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.
3. Intelligent Reflecting Surface (RIS)
[3] Xin He, J. Wang, Y. Gong. Efficient Algorithms for RIS Aided Hybrid Beamforming With MSE Constraints. 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.
4. Joint Communication and Radar Design
[5] Xin He, Lei Huang. Joint MIMO Communication and MIMO Radar under Different Practical Waveform Constraints. 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. 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, Jun. 15, 2023.
5. Communication Beamforming
[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.
6. Privacy Protection and Deep Learning
[11] Xin He, W. P. Tay, L. Huang, M. Sun, 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.
