陈俊挺

助理教授

校长青年学者
教育背景

工学博士(香港科技大学)

理学学士(南京大学)

研究领域
信号处理;优化理论;博弈论;通信理论;控制理论;机器学习及其在无线通信、定位、水下网络、数据驱动的通信网中的应用
学术领域
计算机工程,电子工程
个人网站
电子邮件
juntingc@cuhk.edu.cn
个人简介

陈俊挺博士毕业于香港科技大学,2019年加入香港中文大学(深圳)理工学院任助理教授。在加入香港中文大学(深圳)以前,他在海外多所研究院参与学术研究,包括在法国欧洲通信研究院(EURECOM)、南加利福尼亚大学(USC)担任博士后研究员,从事5G通信与水下定位相关研究,在麻省理工学院(MIT)担任访问助理研究员,从事超宽带室内定位与合作博弈研究。他在通信与信号处理领域国际顶级期刊与旗舰会议上发表文章逾50篇,并提出多项中国、美国和欧盟专利,部分已获授权。

陈教授致力于研究无线通信与定位中的信号处理、机器学习与数学优化问题。他的研究兴趣集中在无线电地图的感知、重构与应用,以及低空无人机协同的未来移动通信网络,其愿景是通过面向B5G/6G的无人机、物联网、超表面等新兴技术与平台,全面提升移动通信网络的智能性、感知能力与通信性能。其应用场景包括网络资源优化,超大规模MIMO,无人机通信,室内与水下定位等。

 

学术著作

期刊文章(摘选)

  • J. Chen and D. Gesbert, "Local map-assisted positioning for flying wireless relays", under review, 2018. [Preprint
  • J. Chen, U. Mitra, "Unimodality-Constrained Matrix Factorization forNon-Parametric Source Localization," under review, 2018. [Preprint]
  • J. Chen, H. Yin, L. Cottatellucci, D. Gesbert, "Dual-regularized Feedback and Precoding for D2D Assisted MIMO Systems," IEEE Trans. Wireless Commun., vol. 16, no. 10, pp. 6854–6867, 2017. [Preprint] [Code]
  • J. Chen, H. Yin, L. Cottatellucci, D. Gesbert, "Feedback Mechanisms for FDD Massive MIMO with D2D-Based Limited CSI Sharing," IEEE Trans. Wireless Commun., vo. 16, no. 8, pp. 5162–5175, 2017. [Preprint] [Code]
  • J. Chen, W. Dai, Y. Shen, V. K. N. Lau, and M. Z. Win, "Resource Management Games for Distributed Network Localization," IEEE J. Sel. Areas Commun., vol. 35, no. 2, pp. 317–329, Feb. 2017. [Code]
  • J. Chen, W. Dai, Y. Shen, V. K. N. Lau, and M. Z. Win, "Power management for cooperative localization: A game theoretical approach," IEEE Trans. Signal Process., vol. 64, no. 24, pp. 6517–6532, Dec. 2016.
  • J. Chen and V. K. N. Lau, "Convergence analysis of mixed timescale cross-layer stochastic optimization (Full Version)," 2013. [Preprint]
  • J. Chen and V. K. Lau, "Two-tier precoding for FDD multi-cell massive MIMO time-varying interference networks," IEEE J. Sel. Areas Commun., vol. 32, no. 6, pp. 1230–1238, Jun. 2014.
  • J. Chen and V.K.Lau ,"Large deviation delay analysis of queue-aware multi-user MIMO systems with two-timescale mobile-driven feedback," IEEE Trans. Signal Process., vol. 61, no. 16, pp. 4067–4076, May 2013.

 

会议文章(摘选)

  • J. Chen and U. Mitra, "Data clustering using matrix factorization techniques for wireless propagation map reconstruction", in Proc. IEEE Statistical Signal Process. Workshop, Freiburg, Germany, Jun 10–-13, 2018. [Preprint] [Poster]
  • J. Chen and U. Mitra, "A tensor decomposition technique for source localization from multimodal data", in Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Process., Calgary, Alberta, Canada, Apr. 15–20, 2018, to appear. [Preprint]
  • J. Chen, O. Esrafilian, D. Gesbert, and U. Mitra, "Efficient algorithms for air-to-ground channel reconstruction in UAV-aided communications," in Proc. IEEE Global Telecomm. Conf., Dec. 2017, Wi-UAV workshop. [Preprint]
  • J. Chen and V. K. N. Lau, "Convergence analysis of mixed timescale cross-layer stochastic optimization," in Proc. Asilomar Conf. on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 2013, pp.225–229.
  • J. Chen and J. She, "An analysis of verifications in microblogging social networks – Sina Weibo," in Proc. Int. Conf. Distrib. Comput. Syst. Workshop (ICDCSW), Macau, Jun. 2012, pp. 147–154. [code]