Yong Xiao (肖泳)


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Professor 教授/博士生导师

School of Electronic Information and Communications
Huazhong University of Science and Technology
Luoyu Road 1037, Wuhan, China, 430074
E-mail: y o n g x i a o (AT) h u s t . e d u . c n
English Website: https://sites.google.com/site/xyong2007/

电子信息与通信学院
华中科技大学
湖北省武汉市洪山区珞喻路1037号,430074
电子邮箱:y o n g x i a o (AT) h u s t . e d u . c n
英文版个人主页:https://sites.google.com/site/xyong2007/

通告:
课题组目前正积极招收硕士和博士,欢迎数学基础好且有志于从事科学研究的同学报考,也欢迎本科同学来课题组交流学习。
I am always looking for self-motivated master and Ph.D. students.

Research Interest 研究兴趣

Game theory, machine learning, distributed optimization, economic modeling and their applications in cloud computing, fog/mobile edge computing, green communication networks, wireless communication networks, internet of things (IoT), smart grid and energy harvesting networks, wireless power transfer, Tactile Internet.

通信网络博弈论、机器学习与人工智能、分布式优化、无线通信网络、云/雾/边缘计算、传感器网络与物联网、智能电网、无线能量获取、触觉互联网、超低延迟通信技术等


Education 教育经历

Ph.D. in  Nanyang Technological University, Singapore
M. Sc. in Telecommunications, Hong Kong University of Science and Technology, Hong Kong, P.R. China
B. Sc. in Information Engineering, China University of Geosciences, Wuhan, P.R. China
博士学位:南洋理工大学
硕士学位:香港科技大学
学士学位:中国地质大学(武汉)


Research Experience 研究经历

Professor (School of Electronic Information and Communications, Huazhong University of Science and Technology, China)                Sep 2018 ~ Present
Research Assistant Professor (Department of Electrical and Computer Engineering, University of Arizona, Tucson, USA)                 Sep 2016 ~ Aug 2018
Center Manager (NSF IUCRC Broadband Wireless Access & Applications Center, BWAC, USA)                                                          Sep 2016 ~ Aug 2018
Postdoctoral Fellow II (Department of Electrical and Computer Engineering, University of Houston, USA)                                             Nov 2014 ~ Aug 2016
MIT-SUTD Postdoctoral Researcher (Singapore University of Technology and Design, Singapore)                                               Nov 2013 ~ Oct 2014
Postdoctoral Fellow (CSAIL, Massachusetts Institute of Technology, Cambridge, USA)                                                                  Nov 2012 ~ Oct 2013
Research Fellow (CTVR, School of Computer Science and Statistics, Trinity College Dublin, Ireland)                                            May 2011 ~ Oct 2012
Research Associate (School of EEE, Nanyang Technological University, Singapore)                                                                        Aug 2010 ~ Apr 2011


Service 服务

- Associate Editor, IEEE Transactions on Mobile Computing
- Member of Technical Program Committee for over 20 Journals and conferences including IEEE Journal on Selected Areas in Communications (JSAC) Series on Network Softwarization & Enablers 2017 and Special Issue on Recent Advances in Heterogeneous Cellular Networks published in June 2015, IEEE ICC 2017, GLOBECOM 2016, 2017, and 2018, WCNC 2017 and 2018, VTC 2012 Fall, 2013 Fall, 2015 Fall, 2016 Spring, 2017 Spring, 2018 Spring, and 2018 Fall.


Publications 发表论文

COPYRIGHT NOTICE: Electronic copies of the papers listed below are provided by authors as a means to ensure timely dissemination of technical work on a non-commercial basis. Copyright and all rights therein are maintained by the authors or by other copyright holders, notwithstanding that they have offered their works here electronically. It is understood that all persons copying this information will adhere to the terms and constraints invoked by each author's or owner's copyright.
 

Journal Papers 期刊论文

  1. Mohammed Hirzallah, Marwan Krunz, and Yong Xiao, "Harmonious Cross-Technology Coexistence with Heterogeneous Traffic in Unlicensed Bands: Analysis and Approximations," accepted at IEEE Transactions on Cognitive Communications and Networking, 2019. [URL] [PDF]
  2. Ahmed Salama, Ming Li, Loukas Laos, Yong Xiao, and Marwan Krunz, "Trading Privacy for Utility in Database-assisted Dynamic Spectrum Access," accepted at IEEE Transactions on Cognitive Communications and Networking, 2019. [URL] [PDF]
  3. Xiaohu Ge, Haoming Jia, Yi Zhong, Yong Xiao, Yonghui Li, Branka Vucetic, "Energy Efficient Optimization of Wireless-powered 5G Full Duplex Cellular Networks: A Mean Field Game Approach," IEEE Transactions on Green Communications and Networking, vol. 3, no. 2, pp. 455-467, June 2019. [URL] [PDF]
  4. Yong Xiao, Marwan Krunz, and Tao Shu, "Multi-operator Network Sharing for Massive IoT," IEEE Communication Magazine, vol. 57, no. 4, pp. 96-101, April 2019. [URL] [PDF]
  5. Yong Xiao and Marwan Krunz, "Dynamic Network Slicing for Scalable Fog Computing Systems with Energy Harvesting," IEEE Journal on Selected Areas in Communications (JSAC) Special Issue on Scalability Issues and Solutions for Software Defined Networks, vol. 36, no. 12, pp. 2640 - 2654, December 2018. [URL] [PDF]
  6. Yong Xiao and Marwan Krunz, "Distributed Optimization for Energy-efficient Fog Computing in the Tactile Internet," IEEE Journal on Selected Areas in Communications (JSAC) Special Issue on Emerging Technologies in Tactile Internet and Backhaul/Fronthaul Networks, vol. 36, no. 11, pp. 2390 - 2400, November 2018. [URL] [PDF]
  7. Yong Xiao, Mohammed Hirzallah, and Marwan Krunz, "Distributed Resource Allocation for Network Slicing over Licensed and Unlicensed Bands," IEEE Journal on Selected Areas in Communications (JSAC) Special Issue on Network Softwarization & Enablers, vol. 36, no. 10, pp. 2260 - 2274, October 2018.[URL] [PDF]
  8. Huaqing Zhang, Yong Xiao, Shengrong Bu, Richard Yu, Dusit Niyato, and Zhu Han, "Distributed Resource Allocation for Data Center Networks: A Hierarchical Game Approach," to appear at IEEE Transactions on Cloud Computing (TCC), 2018.[URL] [PDF]
  9. Xiao Lu, Dusit Niyato, Hai Jiang, Dong In Kim, Yong Xiao and Zhu Han, "Ambient Backscatter Assisted Wireless Powered Communications," IEEE Wireless Communications, vol. 25, no. 2, pp. 170-177, April 2018. [URL] [PDF]
  10. Irmak Aykin, Marwan Krunz and Yong Xiao, "Adaptive Frequency Hopping Schemes for CR-based Multi-link Satellite Networks," International Journal of Satellite Communications and Networking, vol. 36, no. 4, July/August 2018. [URL] [PDF]
  11. Xianfu Chen, Zhu Han, Honggang Zhang, Guoliang Xue, Yong Xiao, and Mehdi Bennis, "Wireless Resource Scheduling in Virtualized Radio Access Networks Using Stochastic Learning," IEEE Transactions on Mobile Computing (TMC), vol. 17, no. 4, pp. 961-974, April 2018. [URL] [PDF]
  12. Huaqing Zhang, Yong Xiao, Shengrong Bu, Dusit Niyato, Richard Yu and Zhu Han, "Computing Resource Allocation in Three-Tier IoT Fog Networks: a Joint Optimization Approach Combining Stackelberg Game and Matching," IEEE Internet of Things Journal, vol. 4, no. 5, 1204-1215, October 2017. [URL] [PDF]
  13. Rongping Lin, Xingqiu He, Sheng Wang, Shan Luo, Yong Xiao, “Estimating End-to-End Available Bandwidth with Noises," IEEE Access, vol. 5, pp. 22584-22589, Aug. 2017. [URL] [PDF]
  14. Fahira Sangare, Yong Xiao, Dusit Niyato, and Zhu Han, "Mobile Charging in Wireless-Powered Sensor Networks: Optimal Scheduling and Experimental Implementation," IEEE Transactions on Vehicular Technology, vol. 66, no. 8, pp. 7400-7410, August 2017. [URL] [PDF]
  15. Shan Luo, Guoan Bi, Yong Xiao and Rongping Lin, "A Keystone-Based Cosine Transform," Circuits, Systems and Signal Processing, vol. 36, no. 8, pp 3438–3447, August 2017. [URL] [PDF]
  16. Pu Yuan, Yong Xiao, Guoan Bi, and Liren Zhang, “Towards Cooperation by Carrier Aggregation in Heterogeneous Networks: A Hierarchical Game Approach,” IEEE Transactions on Vehicular Technology (TVT), vol. 66, no. 2, February 2017. [PDF]
  17. Huaqing Zhang, Yong Xiao, Lin X. Cai, Dusit Niyato, Lingyang Song, and Zhu Han, "A Multi-Leader Multi-Follower Stackelberg Game Approach for Resource Management With LTE Unlicensed Technology," IEEE Transaction on Wireless Communications (TWC), vol. 16, No. 1, January 2017. [URL] [PDF]
  18. Yong Xiao, Dusit Niyato, Ping Wang, and Zhu Han, "Dynamic Energy Trading for Wireless Powered Communication Networks," IEEE Communications Magazine, vol. 54, no. 11, pp. 158-164, November 2016. [URL] [PDF]
  19. Yong Xiao, Dusit Niyato, Kwang-Cheng Chen, and Zhu Han, "Enhance Device-to-Device Communication with Social-Awareness: A Belief-based Stable Marriage Game Framework," IEEE Wireless Communications, vol. 23, no. 4, pp. 36-44, August 2016. [URL] [PDF]
  20. Shao-Chou Hung, Yong Xiao, and Kwang-Cheng Chen, "Transmission Strategy with Cooperative Sensors in Cognitive Radio Networks," IEEE Transactions on Vehicular Technology (TVT), vol. 65, no. 5, pp. 3416-3429, May 2016. [URL] [PDF]
  21. Yong Xiao, Dusit Niyato, Zhu Han and Luiz A. DaSilva, “Dynamic Energy Trading for Energy Harvesting Communication Networks: A Stochastic Energy Trading Game,” IEEE Journal on Selected Areas in Communications (JSAC) Special Issue on Green Communications and Networking, vol. 33 , No. 12, pp. pp. 2718-2734, December 2015. [URL] [PDF]
  22. Ping Wang, Wei Song, Dusit Niyato, and Yong Xiao, "QoS-Aware Cell Association in 5G Heterogeneous Networks with Massive MIMO," IEEE Network Magazine, vol. 29, No. 6, pp. 76-82, November/December 2015. [URL] [PDF]
  23. Yong Xiao, Zhu Han, Chau Yuen, and Luiz A. DaSilva, "Carrier Aggregation between Operators in Next Generation Cellular Networks: A Stable Roommate Market," IEEE Transactions on Wireless Communications (TWC), vol. 15 , no. 1, pp. 633 - 650, January 2016. [URL] [PDF]
  24. Yong Xiao, Kwang-Cheng Chen, Chau Yuen, Zhu Han, and Luiz A. DaSilva, “A Bayesian Overlapping Coalition Formation Game for Device-to-Device Spectrum Sharing in Cellular Networks,” IEEE Transactions on Wireless Communications (TWC), vol. 14 , no. 7, pp. 4034-4051, July 2015. [URL] [PDF]
  25. Yong Xiao, Zhu Han, Kwang-Cheng Chen, and Luiz A. DaSilva, “Bayesian Hierarchical Mechanism Design for Cognitive Radio Networks,” IEEE Journal on Selected Areas in Communications (JSAC): Cognitive Radio Series, vol. 33, no. 5, pp. 986-1001, May 2015.[URL] [PDF]
  26. Yong Xiao, Dusit Niyato, Zhu Han, and Kwang-Cheng Chen, "Secondary Users Entering the Pool: A Joint Optimization Framework for Spectrum Pooling," IEEE Journal on Selected Areas in Communications (JSAC): Cognitive Radio Series, vol. 32, no. 3, pp. 572 - 588, March 2014. [URL] [PDF]
  27. Yong Xiao, Guoan Bi, Dusit Niyato, and Luiz A. Dasilva, "A Hierarchical Game Theoretic Framework for Cognitive Radio Networks," IEEE Journal on Selected Areas in Communications (JSAC): Cognitive Radio Series, vol. 30, no. 10, pp. 2053-2069, November 2012. (Acceptance rate: 14 %) [URL] [PDF]
  28. Yong Xiao, Luiz A. Dasilva, and X. J. Zhang, "On the Diversity-Multiplexing Tradeoff of an Improved Amplify-and-forward Relaying Strategy," IEEE Communications Letters (CL), vol. 16, no. 4, pp. 482 - 485, April 2012. [URL] [PDF]
  29. Yong Xiao, Guoan Bi, and Dusit Niyato, "A Simple Distributed Power Control Algorithm for Cognitive Radio networks," IEEE Transaction on Wireless Communications (TWC), vol. 10, no. 11, pp. 3594-3600, Nov. 2011. [URL] [PDF]
  30. Yong Xiao, Guoan Bi, and Dusit Niyato, "Game Theoretic Analysis for Spectrum Sharing with Multi-hop Relaying," IEEE Transaction on Wireless Communications (TWC), vol. 10, no. 5, pp. 1527 -1537, May 2011. [URL][PDF]

Conference Papers 会议论文

  1. Zhiwu Guo, Ming Li, and Yong Xiao, "Enhancing LAA/WiFi Coexistence via Concurrent Transmissions and Interference Cancellation," IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks (DySPAN), Newark, NJ, USA, November 2019.
  2. Yong Xiao, Marwan Krunz, Haris Volos, and Takashi Bando, "Driving in the Fog: Latency Measurement, Modeling, and Optimization of LTE-based Fog Computing for Smart Vehicles," IEEE SECON conference, Boston, MA, June 2019. (Acceptance rate: 28%) [URL] [PDF] Presentation Slides [PDF]
  3. Mohammed Hirzallah, Yong Xiao, and Marwan Krunz, "MatchMaker: An Inter-operator Network Sharing Framework in Unlicensed Bands," IEEE SECON conference, Boston, MA, June 2019. (Acceptance rate: 28%) [URL] [PDF] Presentation Slides [PDF]
  4. Jing Hou, Li Sun, Tao She, Yong Xiao, and Marwan Krunz, "Strategic Network Infrastructure Sharing through Backup Reservation in a Competitive Environment," IEEE SECON conference, Boston, MA, June 2019. (Acceptance rate: 28%)
  5. Qiang Li, Yuanmei Zhang, Ashish Pandharipande, Yong Xiao, Xiaohu Ge, "Edge Caching in Wireless Infostation Networks: Deployment and Cache Content Placement," IEEE INFOCOM Workshop on Integrating Edge Computing, Caching, and Offloading in Next Generation Networks, Paris, France, April 2019
  6. Ahmed Salama, Ming Li, Loukas Lazos, Yong Xiao, and Marwan Krunz, "On the Privacy and Utility Tradeoff in Database-Assisted Dynamic Spectrum Access," IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks (DySPAN), Seoul, South Korea, October 2018.
  7. Mohammed Hirzallah, Yong Xiao, and Marwan Krunz, “On Modeling and Optimizing LTE/Wi-Fi Coexistence with Prioritized Traffic Classes,” IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks (DySPAN), Seoul, South Korea, October 2018. [URL] [PDF]
  8. Qiang Li, Wennian Shi, Yong Xiao, Xiaohu Ge, and Ashish Pandharipande, "Content Size-Aware Edge Caching: A Size-Weighted Popularity-Based Approach," IEEE Global Communications Conference (GLOBECOM), Abu Dhabi, UAE, December 2018. [URL]
  9. James Oyedokun, Shengrong Bu, Yong Xiao, and Zhu Han, "Smart Meter Data Characterization and Clustering for Peak Demand Targeting in Smart Grids," IEEE PES Innovative Smart Grid Technologies Coneference Europe (ISGT Europe), Sarajevo, Bosnia and Herzegovina, October 2018. [URL]
  10. Islam Samy, Loukas Lazos, Yong Xiao, Ming Li, and Marwan Krunz “LTE Misbehavior Detection in Wi-Fi/LTE Coexistence Under the LAA-LTE Standard,” ACM Conference on Security and Privacy in Wireless and MobileNetworks (WiSec 2018), Stockholm, Sweden, June 2018. (Full Paper Acceptance rate: 25.6%) [URL] [PDF]
  11. Yong Xiao, Mohammed Hirzallah, and Marwan Krunz, “Optimizing Inter-operator Network Slicing over Licensed and Unlicensed Bands,” IEEE International Conference on Sensing, Communication and Networking (SECON), Hong Kong, June 2018. (Acceptance rate: 23 %) [URL] [PDF] Presentation Slides [PDF]
  12. Yong Xiao and Marwan Krunz, “QoE and Power Efficiency Tradeoff for Fog Computing Networks with Fog Node Cooperation,” IEEE International Conference on Computer Communications (INFOCOM), Atlanta, GA, May 2017. [URL] [PDF] Presentation Slides [PDF]
  13. Fahira Sangare, Duy H. N. Nguyen, Yong Xiao and Zhu Han, “Opportunistic Sensing for Joint Energy Harvesting and Channel Access,” IEEE Global Conference on Signal and Information Processing (GlobalSIP), Washington, D.C., December 7-9, 2016.[URL] [PDF]
  14. Huaqing Zhang, Yong Xiao, Shengrong Bu, Richard Yu, Dusit Niyato, and Zhu Han, "Fog Computing in Multi-Tier Data Center Networks: A Hierarchical Game Approach," IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, May 23-27, 2016. [URL] [PDF] Presentation Slides [PDF]
  15. Yong Xiao, Zixiang Xiong, Dusit Niyato, Zhu Han and Luiz A. DaSilva, “Full-Duplex Machine-to-Machine Communication for Wireless-Powered Internet-of-Things,” IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, May 23-27, 2016. [URL] [PDF] Presentation Slides [PDF]
  16. Yong Xiao, Zixiang Xiong, Dusit Niyato, Zhu Han, "Distortion Minimization via Adaptive Digital and Analog Transmission for Energy Harvesting-based Wireless Sensor Networks," IEEE Global Conference on Signal and Information Processing (GlobalSIP), Orlando, FL, December 2015. [URL] [PDF]
  17. Huaqing Zhang, Yong Xiao, Lin X. Cai, Dusit Niyato, Lingyang Song and Zhu Han, "A Hierarchical Game Approach for Multi-Operator Spectrum Sharing in LTE Unlicensed," IEEE Global Communications Conference (GLOBECOM), San Diego, CA, December 2015. [URL] [PDF] Presentation Slides [PDF]
  18. Yong Xiao, Dusit Niyato, Zhu Han and Luiz A. DaSilva, "Joint Optimization for Power Scheduling and Transfer in Energy Harvesting Communication Systems," IEEE Global Communications Conference (GLOBECOM), San Diego, CA, December 2015. [URL] [PDF]
  19. Yong Xiao, Zhu Han, Dusit Niyato, and Chau Yuen, "Bayesian Reinforcement Learning for Energy Harvesting Communication Systems with Uncertainty," IEEE International Conference on Communications (ICC), London, UK, June 8-12, 2015. [URL] [PDF]
  20. Yong Xiao, Zhu Han, and Luiz A. DaSilva, “Opportunistic Relay Selection for Cooperative Energy Harvesting Communication Networks,” IEEE Global Communications Conference (GLOBECOM), Austin, TX, December 8-12, 2014. [URL] [PDF]Presentation Slides [PDF]
  21. Yong Xiao, Kwang-Cheng Chen, Chau Yuen, and Luiz A. DaSilva, “Spectrum Sharing for Device-to-Device Communications in Cellular Networks: A Game Theoretic Approach,” IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks (DySPAN), Mclean, VA, USA, April 1-4, 2014. (Acceptance rate: 27.7 %) [URL] [PDF]Presentation Slides [PDF]
  22. Yong Xiao, Chau Yuen, Paolo Di Francesco, and Luiz A. DaSilva, “Dynamic Spectrum Scheduling for Carrier Aggregation: A Game Theoretic Approach,” IEEE International Conference on Communications (ICC), Budapest, Hungary, June 9-13, 2013. [URL] [PDF]
  23. Yong Xiao, Jianwei Huang, Chau Yuen, and Luiz A. DaSilva, “Fairness and Efficiency Tradeoffs for User Cooperation in Distributed Wireless Networks,” IEEE International Conference on Computer Communications (INFOCOM), Turin, Italy, April 14-19, 2013. [URL] [PDF]
  24. Yong Xiao, Tim Forde, Irene Macaluso, Luiz A. DaSilva, and Linda Doyle, "Spatial Spectrum Sharing-based Carrier Aggregation for Heterogeneous Networks", IEEE Global Communications Conference (GLOBECOM), Anaheim, CA, December 3-7, 2012. [URL] [PDF]
  25. Yong Xiao and Luiz A. DaSilva, "Dynamic Pricing Coalitional Game for Cognitive Radio Networks", IFIP Networking 2012 Workshop, Prague, Czech Republic, 25 May 2012. in Lecture Notes in Computer Science, vol 7291, pp. 19-26. [URL] [PDF] Presentation Slides [PDF]
  26. Yong Xiao and Guoan Bi, "Spectrum Sharing with Multi-hop Relaying", APSIPA Annual Summit and Conference, Singapore, 15-17 Dec., 2010. [URL] [PDF]
  27. Yong Xiao, Guoan Bi, and Dusit Niyato, "Distributed optimization for cognitive radio networks using Stackelberg game", IEEE International Conference on Communication Systems (ICCS), Singapore, 17-19 Nov., 2010.
  28. Yong Xiao and Guoan Bi, "An Improved Amplify-and-Forward Strategy for User Cooperation Channels", ISCIT 2009, Korea, 10-13 Oct., 2009.
  29. Yong Xiao and Guoan Bi, "On the Capacity of Frequency Division Gaussian MIMO Relay Channels", ICICS 2007, Singapore, 10-13 Dec., 2007.

Book Chapter

  1. Pu Yuan, Yong Xiao, Guoan Bi and Shan Luo, "Spectrum Sharing Games," invited chapter in Spectrum Sharing in Wireless Networks: Fairness, Efficiency, and Security, (Book Editors: Fei Hu, Sunil Kumar and John D. Matyjas), CRC Press, Taylor & Francis Group, Aug 2016. [URL]

Other Publications

  1. Danny Finn, Luiz A. DaSilva and Yong Xiao, "Playing Games in Cognitive Radio Networks," invited, IEEE COMSOC MMTC E-Letter, Vol. 7, No. 6, pp. 22-25, July 2012. Available at URL: http://committees.comsoc.org/mmc/e-news/E-Letter-July12.pdf
  2. Luiz A. DaSilva, Linda E. Doyle, Jacek Kibilda, Timothy K. Forde, and Yong Xiao , "An Inter-operator Spectrum Market", European Cooperation in Science and Technology (COST) IC0902 Newsletter, issue 7, pp. 3-4, November 2012. Available at URL: http://newyork.ing.uniroma1.it/IC0902/

Patents 专利

  1. 肖泳 ; 彭辉杰; 孙文华; 李强; 葛晓虎; 黄晓庆, 构建循环谱特征参数提取模型及信号调制方式识别方法.
  2. 葛晓虎; 陈凯; 胡沈奇; 李强; 肖泳; 黄晓庆, 一种基于机器学习的无线频谱资源分配方法.
  3. 李强; 张雪艳; 娄瀚琼; 葛晓虎; 肖泳; 黄晓庆, 一种基于深度强化学习DDPG算法的D2D用户资源分配方法.
  4. 李强; 张雪艳; 葛晓虎; 肖泳; 张靖; 韩涛; 钟祎, 一种基于信号重传的频谱共享方法和系统.
  5. 林蓉平; 罗钐; 肖泳; 罗一粟, 一种基于楔石形变换的多分量实数线性调频信号变换技术.

Last Updated: April 6, 2019.