研究助理教授(副研究员) 电子与电气工程系, 计算机科学与工程系   课题组网站

王帅博士分别于2011年与2014年在北京邮电大学取得学士与硕士学位,并于2018年在香港大学取得电气电子工程专业博士学位。2018年至2019年在香港大学从事博士后工作。从2019年6月起,加入南方科技大学,任研究助理教授 (副研究员),入选深圳市海外高层次人才。

个人简介

研究领域

在自动驾驶、无线通信与机器学习等领域有超过10年的科研积累。在顶级IEEE期刊(中科院1、2区)上发表论文21篇,主持国家级、省部级项目4项,作为核心成员参与广东省重点、广东省粤港澳、深圳市重点、南科大华为、南科大海梁、南科大风向标等项目。获IEEE SPCC技术委员会年度最佳论文奖、国际通信大会IEEE ICC最佳论文奖、《无线电通信技术》最佳论文奖、《IEEE TWC》与《IEEE WCL》模范审稿人奖、香港大学P. K. Yu奖、全国电子信息博士学术竞赛一等奖、研究生国奖、研究生电设大赛全国二等奖。担任IEEE ICC分会场主席、IEEE WCNC分会场主席、IEEE PIMRC技术委员会成员及深圳市多个车联网项目的评审专家。


教学

数字通信、数值方法与优化


学术成果 查看更多

 First and Corresponding Author Journal Paper:

[1] S. Wang, Y. Hong, R. Wang, Q. Hao, Y.-C. Wu, and D. W. K. Ng, “Edge federated learning via unit-modulus over-the-air computation,” submitted to IEEE for possible publication, 2021. [Online]. Available: https://arxiv.org/pdf/2101.12051.pdf.

[2] S. Wang, Y.-C. Wu, M. Xia, R. Wang, and H. V. Poor, “Machine intelligence at the edge with learning centric power allocation,” IEEE Transactions on Wireless Communications, vol. 19, no. 11, Jul. 2020. (this achievement has received best paper awards from IEEE ICC and IEEE SPCC)

[3] S. Wang, M. Wen, M. Xia, R. Wang, Q. Hao and Y.-C. Wu, “Angle aware user cooperation for secure massive MIMO in Rician fading channel,” IEEE Journal on Selected Areas in Communications, vol. 38, no. 9, pp. 2182-2196, Sept. 2020.

[4] S. Wang, M. Xia, and Y.-C. Wu, “Backscatter data collection with unmanned ground vehicle: Mobility management and power allocation,” IEEE Transactions on Wireless Communications, vol. 18, no. 4, pp. 2314-2328, Apr. 2019.

[5] S. Wang, M. Xia, and Y.-C. Wu, “Multicast wirelessly powered network with large number of antennas via first-order method,” IEEE Transactions on Wireless Communications, vol. 17, no. 6, pp. 3781-3793, Jun. 2018.

[6] S. Wang, M. Xia, and Y.-C. Wu, “Space-time signal optimization for SWIPT: Linear versus nonlinear energy harvesting model,” IEEE Communications Letters, vol. 22, no. 2, pp. 408-411, Feb. 2018.

[7] S. Wang, M. Xia, K. Huang, and Y.-C. Wu, “Wirelessly powered two-way communication with nonlinear energy harvesting model: Rate regions under fixed and mobile relay,” IEEE Transactions on Wireless Communications, vol. 16, no. 12, pp. 8190-8204, Dec. 2017.

[8] S. Wang, M. Xia and Y.-C. Wu, “Multi-pair two-way relay network with harvest-then-transmit users: resolving pairwise uplink-downlink coupling,” IEEE Journal of Selected Topics in Signal Processing, vol. 10, no. 8, pp. 1506-1521, Dec. 2016.

[9] S. Wang, Z. Wen, and L. Liu, “High speed QPP generator with optimized parallel architecture in LTE-Advanced,” International Journal of Advancements in Computing Technology, vol. 4, no. 23, pp. 355-364, Dec. 2012.

[10] L. Zhou, Y. Hong, S. Wang*(corresponding author), R. Han, D. Li, R. Wang, and Q. Hao, “Learning centric wireless resource allocation for edge computing: Algorithm and experiment,” IEEE Transactions on Vehicular Technology, vol. 70, no, 1, pp. 1035-1040, Jan. 2021.

[11] S. Huang, S. Wang*(corresponding author), R. Wang, M. Wen, and K. Huang, “Reconfigurable intelligent surface assisted mobile edge computing with heterogeneous learning tasks”, IEEE Transactions on Cognitive Communications and Networking, to appear, Jan. 2021. DOI: 10.1109/TCCN.2021.3056707.

[12] D. Liu, S. Wang*(corresponding author), Z. Wen, L. Cheng, M. Wen, and Y.-C. Wu, “Edge learning with unmanned ground vehicle: Joint path, energy, and sample size planning,” IEEE Internet of Things Journal, vol. 8, no. 4, pp. 2959-2975, Feb. 2021.

[13] Z. Wen, S. Wang*(corresponding author), X. Liu, and J. Zou, “Joint relay-user beamforming design in full-duplex two-way relay channel,” IEEE Transactions on Vehicular Technology, vol. 66, no. 3, pp. 2874-2879, Mar. 2017.

Other papers:

[14] S. Wang, R. Wang, Q. Hao, Y.-C. Wu, and H. V. Poor, “Learning centric power allocation for edge intelligence,” IEEE ICC, Dublin, Ireland, Jun. 2020. (Best Paper Award, 15/2100)

[15] S. Yu, X. Chen, S. Wang, L. Pu, and D. Wu, “An edge computing-based photo crowdsourcing framework for real-time 3D reconstruction,” to appear in IEEE Transactions on Mobile Computing, early access, Jun. 2020. DOI: 10.1109/TMC.2020.3007654.

[16] L. Cheng, X. Tong, S. Wang, Y.-C. Wu, and H. V. Poor, “Learning nonnegative factors from tensor data: Probabilistic modeling and inference algorithm,” IEEE Transactions on Signal Processing, early access, Feb. 2020. DOI: 10.1109/TSP.2020.2975353.

[17] Z. Li, S. Wang, P. Mu, and Y.-C. Wu, “Probabilistic constrained secure transmission: Variable rate design and performance analysis,” IEEE Transactions on Wireless Communications, vol. 19, no. 4, pp. 2543-2557, Apr. 2020.

[18] Q. Wu, J. Lu, P. Wu, S. Wang, L. Chen, and M. Xia, “Edge Learning: technologies, applications, and opportunities,” invited paper in Radio Communications Technology, vol. 46, no. 1, pp. 6-25, Jan. 2020.

[19] Z. Wen, X. Liu, N. C. Beaulieu, R. Wang, and S. Wang, “Joint source and relay beamforming design for full-duplex MIMO AF relay SWIPT systems,” IEEE Communications Letters, vol. 20, no. 2, pp. 320-323, Feb. 2016.

[20] Y. Chen, Z. Wen, N. C. Beaulieu, S. Wang, and J. Sun, “Joint source-relay design in a MIMO two-hop power-splitting based relaying network,” IEEE Communications Letters, vol. 19, no. 10, pp. 1746-1749, Oct. 2015.

[21] Z. Wen, S. Wang, C. Fan, and W. Xiang, “Joint transceiver and power splitter design over two-way relaying channel with lattice codes and energy harvesting,” IEEE Communications Letters, vol. 18, no. 11, pp. 2039-2042, Nov. 2014.

[22] Z. Xu, D. Liu, S. Wang, and Z. Wen, “Joint beamforming and power-splitting optimization for SWIPT-enabled MISO full-duplex two-way cooperative NOMA systems,” Physical Communications, to appear, Dec. 2020.

[23] T. Zhang, Y. Xu, S. Wang, M. Wen, and R. Wang, “On secure degrees of freedom of the MIMO interference channel with local output feedback,” IEEE Internet of Things Journal, to appear, 2021.

[24] Q. Li, M. Wen, S. Wang, G. C. Alexandropoulos, and Yik-Chung Wu, “Space shift keying with reconfigurable intelligent surfaces: Phase configuration designs and performance analysis,” IEEE Open Journal of the Communications Society, vol. 2, pp. 322-333, Oct. 2020.

[25] Z. Zhang, S. Wang, Y. Hong, L. Zhou, and Q. Hao, “Distributed dynamic map fusion via federated learning for intelligent networked vehicles,” in Proc. IEEE ICRA’2021, Xi’an, China, May 2021.

[26] G. Li, J. Li, S. Wang, R. Wang, X. Peng, and T. X. Han, “Wireless sensing with deep spectrogram network and primitive based autoregressive hybrid channel model,’’ in Proc. IEEE SPAWC, Sept. 2021. (invited paper)

[27] M. Zhang, G. Zhu, S. Wang, J. Jiang, C. Zhong, and S. Cui, “Accelerating federated edge learning via optimized probabilistic device scheduling,’’ in Proc. IEEE SPAWC, Sept. 2021. (invited paper)

[28] Z. Li, S. Wang, M. Wen, and Y.-C. Wu, “Secure Massive RIS aided Multicast with Uncertain CSI: Energy-Efficiency Maximization via Accelerated First-Order Algorithms,” submitted to IEEE for possible publication, 2021.

[29] Z. Li, S. Wang, Y. Li, M. Wen, Y.-C. Wu, and H. V. Poor “Resource optimization for RIS empowered wireless networks: Past, present, and future, ” submitted to IEEE for possible publication, 2021.

[30] X. Li, S. Wang, G. Zhu, Z. Zhou, K. Huang, and Y. Gong,“Data partition and rate control for learning and energy efficient edge intelligence,” submitted to IEEE for possible publication, 2021.

[31] T. Zhang, S. Wang, G. Li, F. Liu, G. Zhu, R. Wang, “Accelerating edge intelligence via integrated sensing and communication,” submitted to IEEE for possible publication, 2021.

[32] H. Zhao, F. Ji, Q. Li, Q. Guan, S. Wang, and Miaowen Wen, “Federated meta-learning enhanced acoustic radio cooperative framework for ocean of things,” submitted to IEEE for possible publication, 2021.

[33] S. Huang, S. Wang, R. Wang, and K. Huang, “Accelerating federated edge learning via topology optimization,” submitted to IEEE for possiblepublication, 2021.

新闻动态 更多新闻

  • Two papers have been accepted by IEEE SPAWC 2021! Congratulations to Guoliang!

    2021-07-12
  • One paper has been accepted to IEEE ICRA 2021! (with Zijian, Yuncong, Liangkai, and Prof. Qi Hao)

    2021-03-01
  • One paper has been accepted to IEEE Transactions on Cognitive Communications and Networking! (with Shanfeng, Prof. Rui Wang, Prof. Miaowen Wen, and Prof. Kaibin Huang)

    2021-01-29

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wangs3@sustech.edu.cn

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