研究团队

周杰（1968-），男，四川大学数学学院教授，博士生导师，四川大学统计学研究中心常务副主任。

长期从事数学、统计学和信息科学交叉领域国际前沿课题研究，主要包括多源信息融合、信息几何、统计学习、高维统计推断、信号检测、目标识别与跟踪等基础理论和应用开发。在CRC出版社出版信息融合学术专著1部，在IEEE汇刊、SIAM、Automatica等国内外重要期刊发表论文60余篇。主持完成多项国家自然科学基金面上项目和数学天元基金专项，以及多项教育部和四川省科研项目。以骨干研究人员连续参加2项国家973计划课题，为教育部创新团队“不确定性处理与信息理论及技术中的数学问题”和“动态系统的分析与控制”研究骨干，四川省重点实验室“非线性不确定工程系统控制实验室”科研骨干。获四川省科技进步一等奖，四川省教学成果三等奖。为四川省学术和技术带头人，享受国务院政府特殊津贴。

担任中国现场统计研究会理事、中国统计教育学会理事、中国航空学会信息融合专业委员会常务委员、中国研究生数学建模竞赛专家委员会委员、四川省数学会理事、四川省现场统计学会副理事长、四川省工业与应用数学学会常务理事。任《控制理论与应用》和《信息融合学报》编委。参与组织第20届国际信息融合大会。

一、主持项目

1.国家自然科学基金面上项目，基于信息几何和高维统计分析的多传感器目标检测与跟踪融合研究（61374027）

2.国家自然科学基金面上项目，分布式不确定动态系统稳健信息处理与融合研究（60974147）

3.国家自然科学基金面上项目，传感器网络中信息压缩与融合理论及算法研究（60574032）

4.国家自然科学基金数学天元基金“问题驱动的应用数学研究”专项，多传感器目标跟踪融合中某些关键数学问题研究（10926175）

5.国家自然科学基金数学天元基金“问题驱动的应用数学研究”专项，主动与被动雷达系统信息融合中某些关键数学问题研究（10826101）

6.国家重点基础研究发展计划（973计划）子课题，基于多源异构信息融合的空中目标跟踪关键技术（2007CB311006-02）

7.教育部高等学校博士学科点专项科研基金博导类，多传感器多目标系统稳健状态估计与跟踪融合研究（20130181110042）

8.教育部留学回国人员科研启动基金，分布式多传感器不确定系统稳健估计融合研究（20091341-11-11）

9.四川省应用基础研究项目，基于流形的多传感器多目标跟踪与融合理论和算法（2019YJ0122）

10.四川省应用基础研究项目，多源信息融合中某些基本问题研究（05JY029-019-2）

二、著作

1.Yunmin Zhu, Jie Zhou, Xiaojing Shen, Enbin Song and Yingting Luo, Networked Multisensor Decision and Estimation Fusion: Based on Advanced Mathematical Methods, CRC Press, Boca Raton, FL, USA, 2012.

2.周杰，矩阵分析及应用，四川大学出版社，2008

3.费培之，程中瑗，邹述超，舒慕增，黄南京，周杰，数学模型实用教程，四川大学出版社，1998

三、学术论文

1.Mengjiao Tang, Yao Rong, Antonio De Maio, Chen Chen and Jie Zhou*, Adaptive Radar Detection in Gaussian Disturbance with Structured Covariance Matrix via Invariance Theory, IEEE Transactions on Signal Processing, Vol. 67, No. 21, pp. 5671-5685, November 2019.

2.Bin Zhang, Jie Zhou* and Jianbo Li, Improved Shrinkage Estimators of Covariance Matrices with Toeplitz-Structured Targets in Small Sample Scenarios, IEEE Access, Vol. 7, pp. 116785-116798, August 2019.

3.Chen Chen, Jie Zhou* and Mengjiao Tang, Direction of Arrival Estimation in Elliptical Models via Sparse Penalized Likelihood Approach, Sensors, Vol. 19, No. 10, Article ID 2356, 22 pages, May 2019.

4.Jianfang Tang, Jie Zhou* and Yao Rong, Estimation Fusion for Distributed Multi-Sensor Systems with Uncertain Cross-Correlations, International Journal of Systems Science, Vol. 50, No. 7, pp. 1378-1387, May 2019.

5.Mengjiao Tang, Yao Rong, Jie Zhou* and X. Rong Li, Information Geometric Approach to Multisensor Estimation Fusion, IEEE Transactions on Signal Processing, Vol. 67, No. 2, pp. 279-292, January 2019.

6.Xiaomei Qu, Jie Zhou* and Wenrong Tan, Robust Decentralized Estimation Fusion in Energy-Constrained Wireless Sensor Networks with Correlated Noises, Digital Signal Processing, Vol. 78, pp. 305-315, July 2018.

7.Sanfeng Hu, Jie Zhou* and Chen Chen, State Estimation for Dynamic Systems with Unknown Process Inputs and Applications, IEEE Access, Vol. 6, pp. 14857-14869, March 2018.

8.Jianbo Li, Jie Zhou* and Bin Zhang, Estimation of Large Covariance Matrices by Shrinking to Structured Target in Normal and Non-normal Distributions, IEEE Access, Vol. 6, pp. 2158-2169, February 2018.

9.Wei Wang and Jie Zhou*, Optimal Linear Filtering Design for Discrete-time Systems with Cross-correlated Stochastic Parameter Matrices and Noises, IET Control Theory and Applications, Vol. 11, No. 18, pp. 3353-3362, December 2017.

10.Yao Rong, Mengjiao Tang and Jie Zhou*, Intrinsic Losses Based on Information Geometry and Their Applications, Entropy, Vol. 19, No. 8, Article ID 405, 16 pages, August 2017.

11.Mengjiao Tang, Yao Rong, Jie Zhou* and X. Rong Li, Invariant Adaptive Detection of Range-Spread Targets under Structured Noise Covariance, IEEE Transactions on Signal Processing, Vol. 65, No. 12, pp. 3048-3061, June 2017.

12.Shengli Zhao and Jie Zhou*, A Fault-Tolerant Detection Fusion Strategy for Distributed Multisensor Systems, International Journal of Distributed Sensor Networks, Vol. 2016, Article ID 8613149, 9 pages, February 2016.

13.Duzhi Wu, Jie Zhou* and Aiping Hu, A New Approximate Algorithm for the Chebyshev Center, Automatica, Vol. 49, No. 8, pp. 2483-2488, 2013.

14.Fan Li, Jie Zhou* and Duzhi Wu, Optimal Filtering for Systems with Finite-step Autocorrelated Noises and Multiple Packet Dropouts, Aerospace Science and Technology, Vol. 24, No. 1, pp. 255-263, 2013.

15.Duzhi Wu, Jie Zhou*, Aiping Hu and Fan Li, Robust Distributed Fusion for System with Randomly Uncertain Sensor Estimation Error Cross-Covariance, International Journal of Systems Science, Vol. 44, No. 7, pp. 1245-1252, 2013.

16.Xiaomei Qu and Jie Zhou*, The Optimal Robust Finite-horizon Kalman Filtering for Multiple Sensors with Different Stochastic Failure Rates, Applied Mathematics Letters, Vol. 26, No. 1, pp. 80-86, 2013.

17.Xiaomei Qu and Jie Zhou*, A Minimax Unbiased Estimation Fusion in Distributed Multisensor Localization and Tracking, International Journal of Distributed Sensor Networks, Vol. 2012, Article ID 294578, 8 pages, 2012.

18.Xiaomei Qu, Jie Zhou* and Yingting Luo, A New Noise-compensated Estimation Scheme for Multichannel Autoregressive Signals from Noisy Observations, The Journal of Supercomputing, Vol. 58, No. 1, pp. 34-49, 2011.

19.Xiaomei Qu, Jie Zhou*, Enbin Song and Yunmin Zhu, Minimax Robust Optimal Estimation Fusion in Distributed Multisensor Systems with Uncertainties, IEEE Signal Processing Letters, Vol. 17, No. 9, pp. 811-814, 2010.

20.Xiaomei Qu, Jie Zhou* and Xiaojing Shen, Archimedean Copula Estimation and Model Selection via l_1-Norm Symmetric Distribution, Insurance: Mathematics and Economics, Vol. 46, No. 2, pp. 406-414, 2010.

21.Jie Zhou, Yunmin Zhu, Zhisheng You and Enbin Song, An Efficient Algorithm for Optimal Linear Estimation Fusion in Distributed Multisensor Systems, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, Vol. 36, No. 5, pp. 1000-1009, 2006.

22.Jie Zhou, Yunmin Zhu, X. Rong Li and Zhisheng You, Variants of the Greville Formula with Applications to Exact Recursive Least Squares, SIAM Journal on Matrix Analysis and Applications, Vol. 24, No. 1, pp. 150-164, 2003.

23.Jie Zhou and Yunmin Zhu, Comment on ``Order-Recursive Factorization of the Pseudoinverse of a Covariance Matrix'', IEEE Transactions on Automatic Control, Vol. 47, No. 11, pp. 1952-1953, 2002.

24.Jie Zhou, A Characterization of Fuzzy Compactness and Its Applications, Fuzzy Sets and Systems, Vol. 73, No. 1, pp. 89-96, 1995.