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中山大学深圳校区智能工程学院导师教师师资介绍简介-龚世民

本站小编 Free考研考试/2021-05-15


一、教师简介(含主要经历)
龚世民,中山大学“****”副教授,2008年本科毕业于华中科技大学电子与信息工程系,2012年取得通信与信息系统硕士学位;作为访问****,分别于2011年和2012年到访香港中文大学信息工程系和滑铁卢大学计算机工程系短期学习,2014年获南洋理工大学计算机工程博士学位,2015年入选深圳市孔雀团队、深圳市孔雀人才计划。曾任职中国科学院深圳先进技术研究院助理研究员、副研究员及客座研究员。研究方向包括移动网络与边缘计算、智能感知与认知通信、智能物联网、低功耗及无源通信技术、面向5G/6G移动通信的机器学习与人工智能算法等。担任IEEE Transactions on Cognitive Communications and Networking客座主编。申请10余项中国发明专利,发表近70篇国际会议和期刊论文,最高影响因子23;2019年获得IEEE无线通信与网络(WCNC)大会颁发的最佳论文奖,获奖比例约为2%;担任多个国际会议的技术委员会成员及审稿人;参与英文著作三部,最新的英文合著“Ambient Backscatter Communication Networks”由剑桥大学出版社于2020年4月发行。
更多信息请查看英文主页:https://sysuwireless.github.io/index.html
二、研究课题
欢迎对最优化理论、机器学习、多智体协同、数据挖掘等人工智能领域先进方法感兴趣的本科生、硕博士研究生以及博后加入本课题组,解决新一代信息通信技术中的实际问题。我们的应用方向包括:
(1)智能通信与网络技术:网络环境认知与自适应传输、边缘智能、多智体深度强化学习、联邦学习
(2)物联网低功耗技术:无线充电、反向散射通信、智能反射面(IRS)技术、低功耗卫星物联网
(3)智能无线感知:无线数据分析、数据挖掘、无线场景感知、无线用户的行为识别与理解
讲授课程:
2020年秋季:通信原理(17、18级)、人工智能前沿与产业趋势(讲座)
2020年春季:物联网技术与应用(17级)
2019年秋季:信号与系统(18级)
2017年/2018年秋季:无线通信技术与应用(中科院先进院研究生)
三、科研项目
(1)国自然面上项目,融合反向散射通信的多模传输机制与网络优化方法研究,主持,在研
(2)深圳市基础研究面上项目,基于深度强化学习的高能效物联网认知通信与多模智组技术,主持,在研
(3)中山大学青年教师培育项目,超低功耗物联网认知通信与多模智能组网技术,主持,在研
(4)中山大学启动经费,主持,在研
(5)国自然青年项目,携能无线通信系统中多天线全双工中继传输方法研究,主持,已结题
(6)深圳市科创委基础研究,携能无线通信中鲁棒功率控制技术,主持,已结题
四、论著专利
代表性期刊论文(*号表示通讯作者)
[1] Shimin Gong, Jiaye Lin, et. al., "Optimization-driven Machine Learning for Intelligent Reflecting Surfaces Assisted Wireless Networks," under review in IEEE Communications Magazine.
[2] Shimin Gong, Yuze Zou, Dinh Thai Hoang, et. al., "Optimization-driven Hierarchical Learning Framework for Wireless Powered Backscatter-aided Relay Communications," under review in IEEE Transactions on Wireless Communications.
[3] Bin Lyu, Parisa Ramezani, Dinh Thai Hoang, Shimin Gong(*), Zhen Yang, Abbas Jamalipour, "Optimized Energy and Information Relaying in Self-Sustainable IRS-Empowered WPCN," IEEE Transactions on Communications, Oct. 2020. (中科院一区,IF>5.6)
[4] Yuze Zou, Shimin Gong(*), Jing Xu, Wenqing Cheng, Dinh Thai Hoang, Dusit Niyato, " Wireless Powered Intelligent Reflecting Surfaces for Enhancing Wireless Communications," IEEE Transactions on Vehicular Technology, Jul. 2020. (中科院一区,IF>5.3)
[5] Shimin Gong, X. Lu, D. T. Hoang, D. Niyato, L. Shu, D. I. Kim, Y.-C. Liang, "Towards Smart Radio Environment for Wireless Communications via Intelligent Reflecting Surfaces: A Comprehensive Survey," IEEE Communications Tutorial & Survey, June 2020. (中科院一区,IF>23)
[6] Shimin Gong, Y. Zou, D. T. Hoang, J. Xu, W. Cheng, D. Niyato, "Capitalizing Backscatter-Aided Hybrid Relay Communications with Wireless Energy Harvesting," IEEE Internet of Things Journal, 2020. (中科院一区,IF>9.5)
[7] Shimin Gong, Yutong Xie, Jing Xu, Dusit Niyato, and Y.-C. Liang, "Deep Reinforcement Learning for Backscatter-Aided Data Offloading in Mobile Edge Computing," IEEE Network, 2020. (中科院一区,IF>7.5)
[8] Bin Lyu, Dinh Thai Hoang, Shimin Gong(*), Dusit Niyato, and Dong In Kim, "IRS-based Wireless Jamming Attacks: When Jammers can Attack without Power," IEEE Wireless Communications Letters, 2020.(中科院二区)
[9] Dinh Thai Hoang, Diep N. Nguyen, Mohammad Abu Alsheikh, Shimin Gong(*), Eryk Dutkiewicz, Dusit Niyato, and Zhu Han, "Borrowing Arrows with Thatched Boats: The Art of Defeating Reactive Jammers in IoT Networks," IEEE Wireless Communications Magazine, 2020. (中科院一区,IF>11)
[10] Jing Xu, Shimin Gong(*), Yuze Zou, Wei Liu, and Dusit Niyato, "Redundant Sniffer Deployment for Multi-Channel Wireless Network Forensics with Unreliable Conditions," IEEE Transactions on Cognitive Communications and Networking, Aug. 2019. (IF>4.5)
[11] Jing Xu, Jiachen Li, Shimin Gong(*), Kun Zhu, and Dusit Niyato, "Passive Relaying Game for Wireless Powered Internet of Things in Backscatter-Aided Hybrid Radio Networks," IEEE Internet of Things Journal, Jun. 2019. (中科院一区,IF>9.5)
[12] Shimin Gong, Lin Gao, Jing Xu, Yuanxiong Guo, Dinh Thai Hoang, and Dusit Niyato, "Exploiting Backscatter-Aided Relay Communications with Hybrid Access Model in Device-to-Device Networks," IEEE Transactions on Cognitive Communication and Networking, Jun. 2019. (IF>4.5)
[13] Nguyen Cong Luong, Dinh Thai Hoang, Shimin Gong, Dusit Niyato, Ping Wang, Ying-Chang Liang, Dong In Kim, “Applications of Deep Reinforcement Learning in Communications and Networking: A Survey,” IEEE Communications Tutorial & Survey, 2019.(中科院一区,IF>23,ESI高被引)
[14] Shimin Gong, Jing Xu*, Dusit Niyato, and Xiaoxia Huang, Backscatter-Aided Cooperative Relay Communications in Wireless-Powered Hybrid Radio Networks, IEEE Network, 2019. (中科院一区,IF>7)
[15] Jing Xu, Yuze Zou, Shimin Gong(*), Gao Lin, Dusit Niyato, and Wenqing Cheng, Robust Transmissions in Wireless Powered Multi-Relay Networks with Channel Interference Constraints, IEEE Transactions on Communications, 2019. (中科院二区,IF>4.6)
[16] Shimin Gong, X. Huang*, J. Xu, W. Liu, P. Wang, and Dusit Niyato, Backscatter Relay Communications Powered by Wireless Energy Beamforming, IEEE Transactions on Communications, 2018. (中科院二区,IF>4.6)
代表性会议论文:
[17] Jiaye Lin, Yuze Zou, Xiaoru Dong, Shimin Gong(*), Dinh Thai Hoang, Dusit Niyato, Deep Reinforcement Learning for Robust Beamforming in IRS-assisted Wireless Communications, IEEE GLOBECOM 2020.
[18] Y. Zou, Shimin Gong(*), J. Xu, W. Cheng, H. Dinh, and D. Niyato, Joint Energy Beamforming and Optimization for Intelligent Reflecting Surface Enhanced Communications, IEEE WCNC 2020-workshop.
[19] Y. Zou, Y. Xie, C. Zhang, L. Guo, Shimin Gong(*), H. Dinh, and D. Niyato, Optimization-driven Hierarchical Deep Reinforcement Learning for Hybrid Relaying Communications, IEEE WCNC 2020.
[20] Y. Zou, J. Xu, Shimin Gong(*), Y. Guo, D. Niyato, and W. Cheng, Backscatter-Aided Hybrid Data Offloading for Wireless Powered Edge Sensor Network, IEEE GLOBECOM 2019.
[21] Y. Xie, Z. Xu, Y. Zhong, Shimin Gong(*), J. Xu, D. Hoang, and D. Niyato, Backscatter-assisted Hybrid Relaying Strategy for Wireless Powered IoT Communications, IEEE GLOBECOM 2019.
[22] Y. Xie, Z. Xu, Y. Zhong, J. Xu, Shimin Gong(*), and Y. Wang, Backscatter-Assisted Computation Offloading for Energy Harvesting IoT Devices via Policy-based Deep Reinforcement Learning, IEEE/CIC ICCC 2019.
[23] Y. Xie, Z. Xu, J. Xu, Shimin Gong(*), and Y. Wang, Backscatter-aided Hybrid Data Offloading in Mobile Edge Computing via Deep Reinforcement Learning, MLICOM 2019.
[24] Xi Luo#, J. Xu, Y. Zou, Shimin Gong(*), L. Gao, and Dusit Niyato, Collaborative relay beamforming with direct links in wireless powered communications, IEEE WCNC 2019.
[25] W. Chen#, W. Liu, L. Gao, Shimin Gong(*), C. Li, and K. Zhu, Backscatter-aided relay communications in wireless powered hybrid radio networks, IEEE WCNC 2019. (2019年IEEE WCNC最佳论文奖)
[26] Shimin Gong, Lingjie Duan*, and Ping Wang, Robust Design for Cognitive Radio Networks with Energy Harvesting Constraints, IEEE INFOCOM, Apr. 2015.(CCF A 类)
[27] Shimin Gong, Ping Wang*, and et al., Performance bounds of energy detection with signal uncertainty in cognitive radio networks, IEEE INFOCOM, Apr. 2013.(CCF A 类)
出版著作:
[1] [Book Chapter] Shimin Gong, Ping Wang, and Jianwei Huang, Robust performance of spectrum sensing in cognitive radio networks, Cognitive Radio and Interference Management: Technology and Strategy. IGI Global Publisher, 2012.
[2] [Book Chapter] Lin Gao, Lingjie Duan, Shimin Gong, and Qinyu Zhang, Matching based Cooperative Spectrum Sharing, Encyclopedia of Wireless Networks, Springer Publisher, 2018.
[3] [Book] Dinh Thai Hoang, Dusit Niyato, Dong In Kim, Nguyen Van Huynh, and Shimin Gong, Ambient Backscatter Communication Networks, Cambridge University Press, April. 2019.
申请专利:
(1)一种基于射频信号供能的多中继无线数据传输控制方法,申请号:2.4
(2)一种射频发射机,申请号:8.7
(3)物联网数据传输方法、装置、终端设备及可读存储介质,申请号5.2
(4)多中继无线数据传输控制方法、通信系统及终端设备,申请号:0.3
五、荣誉获奖情况
(1)2019年,IEEE WCNC 2019 BEST PAPER AWARD
(2)2015年,深圳市“孔雀人才”C类
(3)2015年,深圳市南山区“领航人才”C类
六、学术服务
Lead Guest Editor:
(1)IEEE Transactions on Cognitive Communications and Networking
Session Chair:
(1)IEEE GLOBECOM 2017,
(2)IEEE WCNC 2018
Technical Program Committee Member:
(1)IEEE JSAC (special issue on Heterogeneous Networks), 2014
(2)IEEE Computing, Networking, and Communications (ICNC), 2013-2015
(3)IEEE Wireless Communications and Signal Processing (WCSP), 2012-2013
(4)IEEE Asia Pacific Wireless Communications Symposium (APWCS), 2013
(5)IEEE International Conference on Communications (ICC), 2019
(6)IEEE Global Communications Conference (GLOBECOM), 2015, 2020
(7)IEEE Personal, Indoor and Mobile Radio Communications (PIMRC), 2018, 2020
Technical Reviewer
(1)IEEE Journal on Selected Areas in Communications (JSAC)
(2)IEEE Transactions on Wireless Communications (TWC)
(3)IEEE Transactions on Signal Processing (TSP)
(4)IEEE Transactions on Mobile Computing (TMC)
(5)IEEE Wireless Communications Magazine (WCM)
(6)IEEE Transactions on Vehicular Technology (TVT)
(7)IEEE Transactions on Communications (TCOM)
(8)IEEE Conference on Computer Communications (INFOCOM)
(9)IEEE WCNC, GLOBECOM, ICC, VTC, ICNC, ACM Mobihoc
七、联系方式
电子邮箱: gongshm5@mail.sysu.edu.cn; gong0012@e.ntu.edu.sg


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