韩圣千 (Han, Shengqian)

13
Sep
2012
hanshengqian

Associate Professor

School of Electronic and Information Engineering
Beihang University (BUAA), Beijing, China
Office: New main building F417
Phone: +86-10-82317213-104
E-mail: sqhan@buaa.edu.cn
Add: Group 203, Beihang University, Beijing 100191, China

韩圣千，分别于2004年和2010年获得北京航空航天大学通信工程专业学士学位和信号与信息处理专业博士学位，2007年和2008年赴瑞典皇家工学院（KTH）进行短期合作研究，2015至2016年赴美国南加州大学（USC）进行学术访问，2010年9月起在北京航空航天大学电子信息工程学院从事博士后研究并留校任教，现为副教授、博士生导师。

研究领域为移动人工智能与未来无线信息网络。在国内外重要学术期刊和国际会议上发表论文90余篇，其中IEEE期刊论文20余篇，申请PCT专利2项，申请/授权国家发明专利30余项，向IMT-2010和IMT-Advanced推进组等标准化组织提交10余项技术提案。主持国家自然科学基金项目、国家863计划课题、博士后科学基金，参与国家科技重大专项、国家自然科学基金重大国际合作项目和重点项目、国家973计划项目、国家重点研发项目，承担中国移动、华为、三星、诺基亚、NEC、DOCOMO等国内外著名企业的合作课题。

曾担任SCI期刊EURASIP Journal on Wireless Communications and Networking编委，长期担任通信领域重要国际会议技术程序委员，担任国家自然科学基金评审人和IEEE系列期刊与国际学术会议的审稿人。

Education Background

  • 09/2000—07/2004: Bachelor, School of electronic and information engineering, Beihang University

  • 09/2004—07/2010: Ph.D., School of electronic and information engineering, Beihang University

  • 03/2007—06/2007: Visiting student, Royal Institute of Technology (KTH), Sweden

  • 11/2008—02/2009: Visiting student, Royal Institute of Technology (KTH), Sweden

Working Experience

  • 09/2010—10/2012: Postdoctoral researcher, Beihang University (BUAA)

  • 10/2012—07/2017: Lecturer, Beihang University (BUAA)

  • 04/2015—04/2016: Visiting scholar, University of Southern California (USC)

  • 07/2017—present: Associate Professor, Beihang University (BUAA)

Current Teaching

  • 《自动控制原理》

  • 《电子设计基础训练》

  • 《综合创新-数字通信》

  • 《MIMO-OFDM技术原理》

Research Interests

  • AI for wireless

  • Wireless edge caching and computing

  • Full-duplex communications

  • Massive MIMO

Publications

Journal papers

  1. Manru Yin, Chengjian Sun, Chenyang Yang, and Shengqian Han, "Probabilistic Constrained Optimization for Predictive Video Streaming by Deep Learning," IEEE Transactions on Communications, vol. 71, no. 2, pp. 823-836, Feb. 2023.

  2. Shengqian Han, Fei Xue, Chenyang Yang, Jinyang Liu, and Fengxu Lin, "Data-Supported Caching Policy Optimization for Wireless D2D Caching Networks," IEEE Transactions on Communications, vol. 69, no. 11, pp. 7618-7630, Nov. 2021.

  3. Yinhan Li, Shengqian Han, and Chenyang Yang, "Multicell Power Control Under Rate Constraints With Deep Learning," IEEE Transactions on Wireless Communications, vol. 20, no. 12, pp. 7813-7825, Dec. 2021.

  4. 韩圣千、娄函、 王君来，VR全景视频时空切片传输的流量评估与建模，通信学报，第43卷，第7期，102-112页，2022

  5. Rui Peng, Yafei Tian, and Shengqian Han, “Multiuser Wireless Hand Gesture Recognition by Spatial Beamforming,” IEEE Transactions on Vehicular Technology, vol. 72, no. 1, pp. 805-820, Jan. 2023.

  6. Xing Wei, Chenyang Yang, and Shengqian Han, "Prediction, Communication, and Computing Duration Optimization for VR Video Streaming," IEEE Trans. on Communications,vol. 69, no. 3, pp. 1947-1959, March 2021.

  7. Xiaofeng Tan, Shengqian Han, Yinan Yu, Juan Liu, Xiaolin Hou, and Wenjia Liu, "Capacity Region and Scheduling for Non-Orthogonal Duplex," IEEE Trans. on Communications, vol. 68, no. 10, pp. 6597-6613, Oct. 2020.

  8. Shengqian Han, Xiaofeng Tan, Kaiqiang Qi, Chenyang Yang, Andreas F. Molisch, Yiming Lu, Jian Zheng, and Yunchun Li, "Rethinking the Gain of Multicasting and Proactive Caching for VoD Service," IEEE Trans. on Wireless Communications, vol. 27, no. 5, pp. 133-139, Oct. 2020.

  9. Yanzhao Wang, Shengqian Han, Yafei Tian, Chundi Xiu, and Dongkai Yang, "Is Centimeter Accuracy Achievable for LTE-CSI Fingerprint-Based Indoor Positioning?," IEEE Access,  vol. 8, pp. 75249-75255, 2020.

  10. Shengqian Han, Huiting Su, Chenyang Yang and Andreas F. Molisch, "Proactive edge caching for video on demand with quality adaptation,", IEEE Trans. on Wireless Communications,vol. 19, no. 1, pp. 218-234, Jan. 2020.

  11. Kaiqiang Qi, Shengqian Han and Chenyang Yang, "Learning a hybrid proactive and reactive caching policy in wireless edge under dynamic popularity," IEEE ACCESS，2019.

  12. Huiting Su, Shengqian Han and Chenyang Yang, "Stochastic Geometry Analysis of Downlink Data Rate over Fast Fading Channels," early access, IEEE Communications Letters，vol. 22, no. 9, pp. 1958-1961, June 2018

  13. Lingxiao Kong, Shengqian Han, and Chenyang Yang, "Hybrid Precoding with Rate and Coverage Constraints for Wideband Massive MIMO Systems," IEEE Trans. On Wireless Communications，vol. 17, No. 7, July 2018, pp. 4634-4647

  14. Zheda Li, Shengqian Han, Seun Sangodoyin，Rui Wang and Andreas F. Molisch, "Joint optimization of hybrid beamforming for multi-user massive MIMO downlink," IEEE Transactions on Wireless Communications, vol. 17, no. 6, pp. 3600-3614, June 2018.

  15. Zheda Li, Shengqian Han, and Andreas F. Molisch, "User-centric virtual sectorization for millimeter-wave massive MIMO downlink," IEEE Transactions on Wireless Communications, vol. 17, no. 1, pp. 445-460, Jan. 2018.

  16. Juan Liu, Shengqian Han, Wenjia Liu and Chenyang Yang, "The Value of Full-duplex for Cellular Networks: A Hybrid Duplex Based Study," IEEE Transactions on Communications, vol. 65, no. 12, pp. 5559-5573, Dec. 2017.

  17. Andreas F. Molisch, Vishnu V. Ratnam, Shengqian Han, Zheda Li, Sinh Le Hong Nguyen, Linsheng Li, and Katsuyuki Haneda, "Hybrid beamforming for Massive MIMO - A survey," IEEE Communications Magazine, vol. 55, no. 9, pp. 134-141, Sep. 2017.

  18. Zheda Li, Shengqian Han, and Andreas F. Molisch, "Optimizing Channel-statistics-based Analog Beamforming for Millimeter-wave Multi-user Massive MIMO Downlink," IEEE Trans. on Wireless Communications, vol. 16, no. 7, pp. 4288-4303, Jul. 2017.

  19. Wenjia Liu, Shengqian Han, and Chenyang Yang, "Energy Efficiency Scaling Law of Massive MIMO Systems," IEEE Trans. On Communications, vol. 65, no. 1, pp. 107-121, Jan. 2017.

  20. Dong Liu, Shengqian Han, and Chenyang Yang, "Semi-Dynamic User-Specific Clustering for Downlink Cloud Radio Access Network", IEEE Trans. on Vehicular Technology, vol. 65, no. 4, pp. 2063–2077, Apr. 2016.

  21. Shengqian Han, Chenyang Yang and Pan Chen, "Full Duplex Assisted Inter-cell Interference Cancellation in Heterogeneous Networks," IEEE Trans. On Communications, vol. 68, no. 12, pp. 5218-5234, Dec 2015.

  22. Xin Liu, Shengqian Han, and Chenyang Yang, "Energy-efficient training-assisted transmission strategies for closed-loop MISO systems," IEEE Trans. on Vehicular Technology, 2014, vol. 64, no. 7, pp. 2846-2860, Jul. 2015.

  23. Shengqian Han, Chenyang Yang, and Andreas F. Molisch, "Spectrum and energy efficient cooperative base station doze," IEEE J. Select. Areas Communications, vol. 32, no. 2, pp. 285-296, Feb. 2014.

  24. Liyan Su, Chenyang Yang, and Shengqian Han, "The value of channel prediction for CoMP systems with large backhaul latency" IEEE Trans. on Communications, vol. 61, no. 11, pp. 4577–4590, Nov. 2013.

  25. Shengqian Han, Chenyang Yang, Gang Wang, Dalin Zhu, and Ming Lei, "Coordinated multi-point transmission strategies for TDD systems with non-ideal channel reciprocity," IEEE Trans. on Communications, vol. 61, no. 10, pp. 4256–4270, Oct. 2013.

  26. Shengqian Han, Chenyang Yang, and Mats Bengtsson, "User scheduling for cooperative base station transmission exploiting channel asymmetry," IEEE Trans. on Communications, vol. 61, no. 4, pp. 1426–1435, Apr. 2013.

  27. Chenyang Yang, Shengqian Han, Xueying Hou, and Andreas F. Molisch, "How do we  design CoMP to achieve its promised potential?" IEEE Wireless Communications Magazine (invited paper), vol. 20, no. 1, pp. 67–74, Feb. 2013.

  28. Shengqian Han, Yafei Tian, and Chenyang Yang, "User-specified training symbol placement for channel prediction in TDD MIMO systems," IEEE Trans. on Vehicular Technology, vol. 60, no. 6, pp. 2837-2843, 2011.

  29. Shengqian Han, Chenyang Yang, Geoffrey Ye Li, Gang Feng, Gang Wu, and Fuchun Zheng, "Energy efficient resource optimization and transmission for hyper-cellular mobile communication system," (in Chinese), Sci Sin Inform (中国科学：信息科学), 2017, 47: 1–15.

  30. 戚凯强、杨晨阳、 韩圣千, 基于实测数据集预测用户请求行为对主动边缘缓存的影响，信号处理，第35卷，第4期，531-541页，2019

  31. 鲁益明、谭笑封、 韩圣千、 杨晨阳, 面向无线边缘缓存的文件库大小分析，信号处理，第35卷，第4期，549-555页，2019

  32. 杨晨阳、 韩圣千、 李荣鹏、易芝玲, 利用异质蜂窝网络大数据跨层优化无线资源，信号处理，第34卷，第12期，1395-1404页，2018

  33. 赵景, 韩圣千, 协作异构网络中的用户接入与功率控制联合优化，信号处理，第31卷，第10期，1279-1286页，2015

  34. 刘文佳、韩圣千、杨晨阳，异构网中的高能效混合协作传输方法，电子与信息学报，第35卷，第8期，1989-1996页，2013

  35. 刘鑫、韩圣千、徐志昆、杨晨阳，面向下行多天线传输的能效最优上行训练，北航学报，第39卷，第6期，841-846页，2013

  36. 韩圣千、杨晨阳，多用户MIMO 系统中基于单天线功率约束的功率分配方法，通信学报，第33卷，第10期，71-76页，2012

  37. 凌为、韩圣千、徐志昆、杨晨阳，异构网中宏、微基站间存在频偏时的干扰协调方法，电子与信息学报，第34卷，第3期，670-676页，2012

  38. 韩圣千、杨晨阳，空间相关信道下的交替多用户调度算法，信号处理，第27卷，第10期，1464-1471页，2011 (最佳论文)

  39. 凌为、韩圣千、杨晨阳，功率约束条件不同时下行相干CoMP传输异构网的性能，信号处理，第27卷，第10期，1586-1592页，2011

  40. 韩圣千、杨晨阳，频率选择性信道下的MIMO收发机联合设计，通信学报，第31卷，第1期，30-36页，2010

  41. 韩圣千、杨晨阳，频率选择性信道下多天线系统的空间线性预编码设计，信号处理，第26卷，第2期，247-254页，2010

Conference papers

  1. Y. Ma, C. Yang, S. Han, B. Zhao, "Learning Adaptive Beamforming Policy for Different Optimization Problems," IEEE WCNC, 2024.

  2. Lin Zhang, Shengqian Han, Chenyang Yang, and Yang Li, “A Gradient Driven Graph Neural Network for Optimizing Precoding,” IEEE GLOBECOM, 2023.

  3. Shiyong Chen, Shengqian Han, and Yang Li, “Gradient based Information Aggregation of GNN for Precoder Learning,” IEEE VTC, 2023.

  4. Shiyong Chen and Shengqian Han, "On the Effect of BLER Requirement on Outer-Loop Link Adaptation," IEEE/CIC ICCC, 2023.

  5. Lin Zhang, Shengqian Han, and Chenyang Yang, “Joint Scheduling and Power Allocation with Per-User Rate Constraints for Uplink MU-MIMO OFDMA Systems,” IEEE VTC, 2023.

  6. Jiaqi Feng, Shengqian Han, Hanlin Chen, and Chenyang Yang, "Uplink Scheduling for MIMO-OFDMA Systems with Rate Constraints by Deep Learning," IEEE WCNC, 2023.

  7. Manru Yin, Shengqian Han and Chenyang Yang, "Optimal Uplink Resource Allocation for Single-User eMBB and URLLC Coexistence," IEEE PIMRC, 2022.

  8. Yuwei Dai and Shengqian Han, "Sight Guidance Enhanced VR Video Transmission," IEEE ICSP, 2022.

  9. Shengqian Han and Dasen Wei, "Joint Optimization of Edge Caching and Collective Recommendation for Offloading Maximization," IEEE ICSP, 2022.

  10. Dasen Wei and Shengqian Han, "An Experimental Study of Recommendation for Wireless Edge Caching," IEEE/CIC ICCC, 2022.

  11. Rui Peng, Yadong Zhao, Yafei Tian, and Shengqian Han, “Device free wireless gesture recognition by 5G-NR signal,” IEEE/CIC ICCC, 2022.

  12. Yinghan Li, Shengqian Han, and Chenyang Yang, “User Scheduling for Uplink OFDMA Systems by Deep Learning,” IEEE WCNC, 2021.

  13. Yinghan Li, Shengqian Han, and Chenyang Yang, “Constrained learning for Multicell Power Control,” IEEE VTC, 2021.

  14. Xing Wei, Chenyang Yang, Shengqian Han, “Duration-Squeezing-Aware Communication and Computing for Proactive VR,” IEEE VTC, 2021.

  15. Heng Miao, Shengqian Han, Yinghan Li, and Chenyang Yang, “Learning Personalized Codebook for TDD Non-Antenna Switching System,” IEEE ICSP, 2020.

  16. Kaiqiang Qi, Binqiang Chen, Chenyang Yang, and Shengqian Han, "Optimizing Caching and Recommendation Towards User Satisfaction," accepted, IEEE WCSP, 2018.

  17. Zheda Li, Shengqian Han, and Andreas F. Molisch, “User-centric virtual sectorization for millimeter-wave massive MIMO downlink,” IEEE GLOBECOM, 2017.

  18. Jinyi Huang, Liang Sun, Chenyang Yang, and Shengqian Han, "Multicell interference coordination strategy based on hybrid channel information,” IEEE PIMRC, 2017

  19. Kaiqiang Qi, Shengqian Han, and Chenyang Yang, "Dynamic Popularity Driven Caching Optimization at Base Station," IEEE PIMRC, 2017.

  20. Zheda Li, Shengqian Han, and Andreas F. Molisch, “Channel-statistics-based analog downlink beamforming for millimeter-wave multi-user massive MIMO,” IEEE ICC, 2017.

  21. Hao Wang, Shengqian Han, and Chenyang Yang, "Caching Policy Optimization for Video on Demand," IEEE WCNC, 2017.

  22. Huiting Su, Shengqian Han, and Chenyang Yang, "Caching policy optimization for rate adaptive video streaming," IEEE GlobalSIP, 2016.

  23. Jing Zhao, Shengqian Han, Chenyang Yang, Yong Teng, Naizheng Zheng, "Location-based bidirectional user scheduling and mode selection in full-duplex system," IEEE GlobalSIP, 2016.

  24. Lei Huang, Shengqian Han, Chenyang Yang, and Gang Wang, "Full-duplex based successive interference cancellation in heterogeneous networks", IEEE PIMRC, 2016.

  25. Yu Zhang, Shengqian Han, Chenyang Yang, and Gang Wang, "Energy efficient optimization for full-duplex assisted closed-loop MISO downlink transmission," IEEE PIMRC, 2016.

  26. Shengqian Han, Chenyang Yang, Andreas F. Molisch, and Gang Wang, "Cross-tier Interference Mitigation in Wideband HetNets with Full Duplex," IEEE SPAWC (invited paper), 2016.

  27. Juan Liu, Shengqian Han, Wenjia Liu, Yong Teng, and Naizheng Zheng, “Performance Gain of full duplex over half duplex under bidirectional traffic asymmetry,” IEEE ICC, 2016.

  28. Zheda Li, Shengqian Han, and Andreas Molisch, “Hybrid beamforming design for millimeter-wave multi-user massive MIMO downlink,” IEEE ICC, 2016.

  29. Lingxiao Kong, Shengqian Han and Chenyang Yang, "Hybrid Precoder for Massive MIMO System with Coverage Constraint", IEEE ICCC E-MIMO workshop (invited paper), 2015.

  30. Lingxiao Kong, Shengqian Han and Chenyang Yang, "Wideband Hybrid Precoder for Massive MIMO Systems",IEEE GlobalSIP, 2015.

  31. Yuzhou Hu, Shengqian Han and Chenyang Yang, "Context-Aware Energy Saving with Proactive Power Allocation", IEEE GlobalSIP, 2015.

  32. Shengqian Han, Pan Chen, and Chenyang Yang, "Full duplex assisted interference suppression for underlay device-to-device communications," IEEE GLOBECOM, 2014.

  33. Wenjia Liu, Shengqian Han, and Chenyang Yang, "Energy efficiency comparison of Massive MIMO and Small Cell Network," IEEE GLOBECOM, 2014.

  34. Pan Chen, Shengqian Han, and Chenyang Yang, "Decentralized multicell coordinated beamforming with overlapped clusters," IEEE WCSP, 2014.

  35. Dong Liu, Qian Zhang, Shengqian Han, Chenyang Yang, Gang Wang, and Ming Lei, "Semi-dynamic cooperative cluster selection for downlink coordinated beamforming systems," IEEE WCNC, 2014.

  36. Shengqian Han, Chenyang Yang, and Andreas F. Molisch, "Traffic-aware base station doze in cooperative multicell systems," IEEE ChinaSIP (invited paper), 2013.

  37. Wenjia Liu, Shengqian Han, Chenyang Yang, and Chengjun Sun, "Massive MIMO or Small Cell Network: Who is more energy efficient?" IEEE WCNC, 2013.

  38. Xin Liu, Shengqian Han, Chenyang Yang, and Chengjun Sun, "Energy-efficient uplink training design for closed-loop MISO systems," IEEE WCNC, 2013.

  39. Zhilin Chen, Xueying Hou, Shengqian Han, Chenyang Yang, Gang Wang, and Ming Lei, "Low complexity channel estimation in TDD coordinated multi-point transmission systems," IEEE WCNC, 2013.

  40. Shengqian Han, Chenyang Yang, Gang Wang, Dalin Zhu, and Ming Lei, "Coordinated multi-point transmission with non-ideal channel reciprocity," IEEE WCNC, 2012.

  41. Liyan Su, Chenyang Yang, and Shengqian Han, "The value of channel prediction in CoMP systems with large backhaul latency," IEEE WCNC, 2012.

  42. Wenjia Liu, Shengqian Han, and Chenyang Yang, "Hybrid cooperative transmission in heterogeneous networks," IEEE PIMRC, 2012.

  43. Changyang She, Zhikun Xu, Chenyang Yang, Shengqian Han, Chengjun Sun, and Qi Wu, "Energy-efficient configuration of frequency resources in multi-cell MIMO-OFDM networks," IEEE PIMRC, 2012.

  44. Shengqian Han, Chenyang Yang, "Downlink multicell cooperative transmission with imperfect CSI sharing," IEEE ICASSP, 2011.

  45. Fang Yuan, Shengqian Han, Chenyang Yang, Yu Zhang, Gang Wang, and Ming Lei, "Weighted DFT codebook for multiuser MIMO in spatially correlated channels," IEEE VTC, 2011.

  46. Shengqian Han, Chenyang Yang, Gang Wang, and Ming Lei, "On the energy efficiency of base station sleeping with multicell cooperative transmission," IEEE PIMRC, 2011.

  47. Shengqian Han, Liyan Su, Chenyang Yang, Gang Wang, and Ming Lei, "Robust multiuser precoder for base station cooperative transmission with non-Ideal channel reciprocity," IEEE GLOBECOM, 2010.

  48. Shengqian Han, Qian Zhang, and Chenyang Yang, "Distributed coordinated multipoint downlink transmission with over-the-air communication," IEEE CHINACOM, 2010.

  49. Shengqian Han, Chenyang Yang, Mats Bengtsson, and Ana I. Perez-Neira, "Channel norm based user scheduling in coordinated multi-point systems," IEEE GLOBECOM, 2009.

  50. Shengqian Han and Chenyang Yang, "Low complexity scheduling for downlink multiuser MIMO systems in correlated channels," IEEE GLOBECOM, 2008.

  51. Shengqian Han and Chenyang Yang, "Performance analysis of MRT and transmit antenna selection with feedback delay and channel estimation error," IEEE WCNC, 2007.

Academic Activities

Member of IEEE, Communications Society
Editor, 2017~2022, EURASIP Journal on Wireless Communications and Networking
TPC Member:

  • - IEEE ICC 2024

  • - IEEE WCNC 2024

  • - IEEE ICC 2023

  • - IEEE GLOBECOM 2023

  • - IEEE GLOBECOM Workshop 2023

  • - IEEE PIMRC 2023

  • - IEEE GLOBECOM 2022

  • - IEEE GLOBECOM Workshop 2022

  • - IEEE VTC 2022

  • - IEEE ICCC 2022

  • - IEEE SPAWC 2022

  • - IEEE ICC 2021

  • - IEEE ICCC 2021

  • - IEEE ICC 2020

  • - IEEE PIMRC 2020

  • - IEEE ICC 2019

  • - IEEE SPAWC 2019

  • - APCC 2018

  • - IEEE ICC 2018

  • - IEEE WCSP 2017

  • - IEEE ICC 2017

  • - APCC 2017

  • - IEEE PIMRC 2017

  • - IEEE ICCC 2017

  • - IEEE ICC 2016

  • - IEEE PIMRC 2016

  • - IEEE Online GreenComm 2016

  • - IEEE ICCC 2016

  • - IEEE ICC 2015

  • - IEEE Online GreenComm 2015

  • - CHINACOM 2015

Session Chair:

  • - IEEE Globalsip 2016

  • - IEEE PIMRC 2016

  • - IEEE GlobalSIP 2015

Reviewer:

  • - IEEE Communications Magazine

  • - IEEE Journal Selected Areas Communications

  • - IEEE Transactions on Communications

  • - IEEE Transactions on Wireless Communications

  • - IEEE Transactions on Signal Processing

  • - IEEE Transactions on Vehicular Technology

  • - IEEE Wireless Communications Letters

  • - IEEE Communications Letters

  • - EURASIP Journal on Advances in Signal Processing

  • - EURASIP Journal on Wireless Communications and Networking

  • - SCIENCE CHINA Information Sciences

  • - 中国科学，通信学报，电子与信息学报

  • - IEEE ICC, GLOBECOM, VTC, WCNC, PIMRC, ICSP, ICCC, CHINACOM, etc.