BIMSA > 胡国庆
研究员 胡国庆

团队: 统计、概率和数据科学

办公室: A15-206

邮箱: drhu@bimsa.cn

研究方向: 4G/5G无线通讯, 生物数学，人工智能，神经网络，机器学习，大数据

个人主页: https://bimsa.net/people/drhu

个人简介

北京雁栖湖应用数学研究院研究员
西安交通大学, 计算数学专业, 本科，硕士。
美国UIC大学，计算机科学，博士, 研究方向：非线性滤波控制，导师：Stephen S.-T Yau 丘成栋
毕业后主要在美国的无线通信领域工作。他曾在朗讯、阿尔卡特朗讯、诺基亚等公司担任高级工程师。
2024 年 1 月加入北京数学科学与应用研究院 （BIMSA），目前从事神经网络、人工智能、大数据、机器学习和生物数学方面的研究。

教育经历

  • 1994 - 1997      University of Illinois at Chicago      Computer Science      Ph.D      (Supervisor: StephenS.-T.Yau)
  • 1984 - 1987      西安交通大学      计算数学      Master      (Supervisor: 李开泰，黄艾香)
  • 1980 - 1984      西安交通大学      计算数学      Bachelor

工作经历

  • 2023 -      北京雁栖湖应用数学研究院      Research Fellow
  • 2016 - 2023      Nokia 诺基亚      4G/5G Senior Wireless Engineer
  • 2000 - 2016      Lucent/Alcatel-Lucent 朗讯/阿尔卡特朗讯      Senior Software Engineer
  • 1997 - 2000      Morningstar,United Chambers,Beta Systems      Software Engineer
  • 1993 - 1994      The Chinese University of Hong Kong      Research Assistant
  • 1987 - 1993      Xian JiaoTong University西安交通大学      Lecturer

出版物

  • [1] S. S.-T. YAU; G.-Q. HU, Classification of finite-dimensional estimation algebras of maximal rank with arbitrary state–space dimension and mitter conjecture, International Journal of Control, 78(2005), 10, 689-705
  • [2] GUO-QING HU; STEPHEN S.-T. YAU, Finite-dimensional filters with nonlinear drift XV: New direct method for construction of universal finite-dimensional filter, IEEE Transactions on Aerospace and Electronic Systems, 38(2002), 01, 50-57
  • [3] Xi Wu; Stephen S. -T. Yau; Guo-Qing Hu, Finite-dimensional filters with nonlinear drift XII: Linear and constant structure of WongMatrix , Stochastic Theory and Control, Proceedings of Workshop held in Lawrence, Kansas, Lecture Notes in Control and Information Sciences #280, SpringerVerlag, B. Pasik-Duncan<Ed> ( 2002 ), 507-518, 280(2002), 507-518
  • [4] Stephen S.-T. Yau; Guo-Qing Hu, Finite-dimensional filters with nonlinear drift X: Explicit Solution of DMZ Equation , IEEE Transactions on Automatic Control, 46(2001), 01, 142-148
  • [5] GUO-QING HU; STEPHEN S. T. YAU; WEN-LIN CHIOU, FINITE-DIMENSIONAL FILTERS WITH NONLINEAR DRIFT XIII: CLASSIFICATION OF FINITE-DIMENSIONAL ESTIMATION ALGEBRAS OF MAXIMAL RANK WITH STATE SPACE DIMENSION FIVE, Asian Journal of Math, 04(2000), 04, 905-932
  • [6] GUO-QING HU; STEPHEN S.-T. YAU, Recent results on classification of finite dimensional maximal rank estimation algebras with state space dimension up to 5, Proceedings of the 37th IEEE Conference on Decision and Control, Dec.16-18, Tampa, FL, (1998), (1998), 1311-1313
  • [7] GUO-QING HU, Forest build tree algorithm for multiple destinations, IEEE Potentials(1998), 13-16
  • [8] GUO-QING HU; STEPHEN S.-T. YAU, Explicit solution of DMZ equation , Proceedings of the 36th IEEE Conference on Decision and Control, San Diego, California, Dec.(1997), (1997), 4455-4459
  • [9] Guo, Direct method without the Riccati equation for a linear filtering system with arbitrary initially conditions, 13th World Congress IFAC, San Francisco, June 30-July 5, Vol. H (1996), H(1996), 469-474
  • [10] GUO-QING HU; STEPHEN S.-T. YAU, New direct method for Yau filtering system with arbitrary initial conditions , Proceedings of the 35th Conference on Decision and Control, Kobe, Japan (1996), 2539-2544
  • [11] Zong-Ben Xu; Guo-Qing Hu; Chung-Ping Kwong, Some efficient strategies for improving the eigenstructure method in synthesis of feedback neural networks, IEEE Trans. Neural Networks, 7(1996), 1, 233-245
  • [12] Zong-Ben Xu; Guo-Qing Hu; Chung-Ping Kwong, Asymmetric Hopfield-type networks: Theory and Applications, Neural Networks, 9(1996), 3, 483-501
  • [13] Hu, G.-Q.; Kwong, C.-P.; Xu, Z.-B., Two iterative encoding schemes for bidirectional associative memory, International Symposium on Speech, Image Processing and Neural Networks(1994), 93-96
  • [14] 胡国庆， 李开泰, The study of Simple High Order Sigularity Points of Bifurcation Problem, Journal of Mathematics and Physics (China), 5(1994)
  • [15] 胡国庆, The extended System – An efficient Method to Deal with Bifurcation Problems, Computational Mathematics (China), 12(1990), 04, 337-343
  • [16] GQ Hu, SST Yau, Finite-dimensional filters with nonlinear drift. XV. New direct method for construction of universal finite-dimensional filter, IEEE Transactions on Aerospace and Electronic Systems, 38(1), 50-57 (2002)
  • [17] X Wu, SST Yau, GQ Hu, Finite-dimensional filters with nonlinear drift. XII: Linear and constant structure of Wong-matrix, Proceedings of a Workshop held in Lawrence (2002)
  • [18] SST Yau, GQ Hu, WL Chiou, Finite dimensional filters with nonlinear drift XIV: Classification of finite-dimensional estimation algebras of maximal rank with arbitrary state space dimension and Mitter …, preprint (2000)
  • [19] GQ Hu, SST Yau, Explicit solution of DMZ equation, IEEE Conference on Decision and Control, 36, 4455-4459 (1997)
  • [20] G Hu, Finite-dimensional filters with nonlinear drift, University of Illinois at Chicago (1997)
  • [21] SST Yau, GQ Hu, Direct method without Riccati equation for Kalman-Bucy filtering system with arbitrary initial conditions, 13th World Congr. IFAC, 469-474 (1996)
  • [22] SST Yau, GQ Hu, New direct method for Yau filtering system with arbitrary initial conditions, 35th IEEE Conference on Decision and Control, 35, 2539-2544 (1996)
  • [23] SST Yau, GQ Hu, Direct Method without the Riccati equation for a Linear Filtering System with Arbitrary Initial Conditions, IFAC Proceedings Volumes, 29(1), 3858-3863 (1996)

 

更新时间: 2025-08-12 16:00:07