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基本信息 The basic information
姓名: 王增福

学院: 自动化学院


学历: 博士研究生毕业

学位: 工学博士


职称: 副教授

职务:


学科: 控制科学与工程-控制理论与控制工程,控制科学与工程-模式识别与智能系统,控制科学与工程-导航、制导与控制


邮箱: wangzengfu@nwpu.edu.cn

电话:




工作经历 Work Experience
2017.07-至今 西北工业大学 副教授
2019.12-2020.12 代尔夫特理工大学 访问****
2017.07-2017.09 香港城市大学 Research Fellow

2014.01-2017.06 西北工业大学 讲 师
2016.08-2016.11 香港城市大学 Research Fellow
2014.11-2015.11 香港城市大学 博士后
2014.05-2014.08 香港城市大学 访问****





教育经历 Education Experience
2008.09-2013.11 西北工业大学博士研究生
2011.08-2013.09 墨尔本大学 联合培养博士研究生
2005.09-2008.04 西北工业大学硕士研究生
2001.09-2005.07 西北工业大学本科生





教育教学 Education And Teaching
统计信号处理，40学时，研究生课程，全英文课程
统计信号处理，32学时，本科生课程
随机过程，32学时，本科生课程



招生信息 Admission Information
欢迎各位同学报考。将根据同学本人就业或深造意愿进行培养。硕士毕业直接准备参加工作的同学，将结合工程项目，与相关国内重点公司院所进行联合培养；硕士毕业后准备继续深造的，将注重学术研究，并根据学生表现提供出国/境联合培养机会（澳大利亚墨尔本大学、香港城市大学、荷兰代尔夫特理工大学）。



荣誉获奖 Awards Information
陕西省科学技术二等奖1项。



科学研究 Scientific Research
主持国家自然科学基金项目等项目10余项，参加国家自然科学基金重点项目等多个研究项目，研究经费充足。发表学术论文50余篇，其中SCI索引论文20余篇，出版学术专著1部。获国家发明专利3项、国防发明专利7项、美国发明专利2项，受理国家发明专利2项、国防发明专利3项，美国发明专利5项。主要研究方向为：信息融合与目标跟踪、机器学习、路径规划、传感器管理等。



学术成果 Academic Achievements
研究方向一：复杂环境下目标感知与传感器资源管理
一、期刊论文(*为通讯作者)

27. Chenggang Wang,Zengfu Wang*, Xiong Xu, Yuhang Hao. A Balanced Sensor Scheduling for Multitarget Localization in a Distributed MIMO Radar Network.International Journal of Distributed Sensor Networks. Accepted.
26. Zhen Guo, Zengfu Wang*, Hua Lan, Quan Pan. Over-The-Horizon Radar Target Tracking Based on Spatial Correlation Ionosphere Model.Journal of Electronics & Information Technology. Accepted.
25.Zhen Guo, Zengfu Wang*, Hua Lan, Quan Pan and Kun Lu. OTHR MultitargetTracking With A GMRF Model of Ionospheric Parameters. Signal Processing.182:107940, 2021.

24. Hua Lan, Zengfu Wang*, Xianglong Bai, Quan Pan and Kun Lu. Measurement-Level Target Tracking Fusion for Over-the-Horizon Radar Network Using MessagePassing. IEEE Transactions on Aerospace and Electronic Systems. 57(3):1600-1623,2021.
23. Wenxu Yan, Hua Lan, Zengfu Wang, Shuling Jin and Quan Pan. NonlinearFiltering for Spaceborne Radars Based on Variational Bayes. Acta Aeronautica etAstronautics Sinica, 41(S2):724595-1-724595-9, 2020.
22.Hua Lan, Jirong Ma, Zengfu Wang*, Quan Pan and Xiong Xu. A Message Passing Approach for Multiple Maneuvering Target Tracking. Signal Processing.174, 107621, 2020.
21. Hua Lan, Shuai Sun, Zengfu Wang*, Quan Pan and Zhishan Zhang.Jointdetection and tracking for multipath targets: A Variational Bayesian approach.IEEE Transactions on Aerospace and Electronic Systems. 56(3):2136-2156, 2020.

20. Quan Pan, Yumei Hu, Hua Lan, Shuai Sun and Zengfu Wang. Information Fusion Progress in Target Tracking: Joint Optimization Based on Variational Bayesian Theory. Acta Automatica Sinica. 45(7):1207-1223, 2019.

19. Yumei Hu, Xuezhi Wang, Hua Lan, Zengfu Wang, Bill Moran and Quan Pan. An iterative nonlinear filter using variational Bayesian optimization. Sensors. 18(12): 1-17, 2018.
18. Hua Lan, Yan Liang, Zengfu Wang, Feng Yang and Quan Pan. Distributed ECM algorithm for OTHR multipath target tracking with unknown ionospheric heights. IEEE Journal of Selected Topics in Signal Processing. 12(1): 61-75, 2018.

17. Zengfu Wang*, Bill Moran, Xuezhi Wang, and Quan Pan. Approximation for maximizing monotone nondecreasing set functions with a greedy method. Journal of Combinatorial Optimization. 31(1): 29-43, 2016.

16. Bill Moran, Fred Cohen, Zengfu Wang*, Sofia Suvorova, Douglas Cochran, Tom Taylor, Peter Farrell, and Stephen Howard. Bounds on multiple sensor fusion. ACM Transactions on Sensor Networks. 12(2): 1-25. 2016.
15. Hua Lan, Xuezhi Wang, Quan Pan, Feng Yang, Zengfu Wang, and Yan Liang. A survey on joint tracking using expectation maximization based techniques. Information Fusion. 30: 52-68, 2016.
14. Zengfu Wang*, Bill Moran, Xuezhi Wang, and Quan Pan. An accelerated continuous greedy algorithm for maximizing strong submodular functions. Journal of Combinatorial Optimization. 30(4): 1107-1124, 2015.
13. Xiaoxu Wang, Yan Liang, Quan Pan, and Zengfu Wang. General equivalence between two kinds of noise correlation filters. Automatica, 50(12): 3316-3318, 2014.
12. Xiaoxue Feng, Yan Liang, Lin Zhou, Lianmeng Jiao, and Zengfu Wang. Joint mode identification and localization improvement of OTHR with forward-based receivers. IET Radar, Sonar and Navigation. 8(5): 490-500, 2014.
11. Yuemei Qin, Yan Liang, Yanbo Yang, Zengfu Wang, and Feng Yang. Adaptive filter of nonlinear systems with generalized unknown disturbances. IET Control Theory and Application. 8(4): 307-317, 2014.
10. Hua Lan, Yan Liang, Feng Yang, Zengfu Wang, and Quan Pan. Joint estimation and identification for stochastic systems with unknown inputs. IET Control Theory and Application, 7(10): 1377-1386, 2013.
9. 潘泉, 王增福*, 梁彦, 杨峰, 刘准钆. 信息融合理论、方法与应用进展（二）. 控制理论与应用, 29(10): 1-12, 2012.

8. 王增福*, 潘泉, 陈丽平, 梁彦, 杨峰. 基于航路-航迹关联的天波超视距雷达航迹分类. 系统工程与电子技术. 34(10):100-104, 2012.
7. 孔若男, 程咏梅, 梁彦, 王增福, 睢志佳. 基于OTHR与纯角度传感器数据关联的模式辨识与定位精度提升. 航空学报, 33(6): 1061-1069, 2012.
6. 王增福*, 潘泉, 梁彦, 刘慧霞. 天波超视距雷达数据处理算法综述. 中国电子科学研究院学报. 6(5): 477-484, 2011.
5. 高昂, 王增福, 赵慧波, 杨峰, 潘泉, 刘卫国. DoDAF 体系结构分析. 中国电子科学研究院学报, 6(5): 461-466, 2011.
4. 梁新华, 潘泉, 杨峰, 王增福. 基于两级采样的粒子滤波检测前跟踪算法. 系统工程与电子技术, 33(9): 1921-1926, 2011.
3. 王增福*, 潘泉, 梁彦. 一种基于自适应杂波密度模型的OTHR Viterbi 数据关联跟踪算法. 系统科学与数学. 30(6): 752-760, 2010.
2. 王增福*, 潘泉, 郎林, 程咏梅. 基于减法聚类的动态航迹聚类算法. 系统仿真学报. 21(16): 5240-5243+5246, 2009.
1. 金术玲, 梁彦, 王增福, 潘泉, 程咏梅. 两级Hough变换航迹起始算法. 电子学报, 36(3): 590-593, 2008.



二、会议论文
16. Can Li, Zengfu Wang, Zhishan Zhang, Hua Lan and Kun Lu. Sea/Land ClutterRecognition for Over-The-Horizon Radar via Deep CNN. The 8th InternationalConference on Control, Automation & Information Science (ICCAIS2019), October23-26, 2019, Chengdu, China.
15. Zhen Guo, Zengfu Wang, Yumei Hu, and Quan Pan. Track-before-detect based on dynamic programming algorithm for multi-sensor systems. The 37th Chinese Control Conference. 25-27 July, Wuhan, China, 2018.

14. Jirong Ma, Hua Lan, Zengfu Wang, Xuezhi Wang, Quan Pan, and Bill Moran. Improved adaptive Kalman filter with unknown process noise covariance. 21th International Conference on Information Fusion. 10-13 July, UK, 2018.
13. Zhen Guo, Zengfu Wang, Yumei Hu, Quan Pan, and Jun Zhang. OTHR multipath tracking with correlated virtual ionospheric heights. 21th International Conference on Information Fusion. 10-13 July, UK, 2018.
12. Hua Lan, Zhishan Zhang, Zengfu Wang, and Quan Pan. Random sample consensus algorithm for multiple target tracking in over-the-horizon radar. 2017 International Radar Symposium. 28-30 June, Prague, Czech Republic, 2017.

11. Shuai Sun, Hua Lan, Zengfu Wang, Quan Pan, and Hong Zhang. The application of sum-product algorithm for data association. 19th International Conference on Information Fusion. 5-8 July, Heidelberg, Germany, 2016.
10. Zengfu Wang, Xuezhi Wang, William Moran, and Quan Pan. An efficient sensor scheduling for multi-target localisation in MIMO radar networks. 2015 International Radar Symposium. 24-26 June, Dresden, 2015.
9. Hua Lan, Zengfu Wang, Feng Yang, and Quan Pan. Joint OTHR multipath state estimation with unknown ionospheric heights. 2015 International Radar Symposium. 24-26 June, Dresden, 2015.
8. Haiyan Fan, Xuezhi Wang, Zengfu Wang, and Guangyao Kuang. Signal discrimination via non-Gaussian modeling with application to termite detection. 2015 International Radar Symposium. 24-26 June, Dresden, 2015.

7. Hua Lan, Yan Liang, Zengfu Wang, Feng Yang, and Quan Pan. A distributed expectation-maximization algorithm for OTHR multipath target tracking. 2014 IEEE International Conference on Information Fusion, 7-10 July, Salamanca, 2014.
6. Zhenliang Zhang, Zengfu Wang, Edwin K. P. Chong, Ali Pezeshki, and William Moran. Near optimality of greedy strategies for string submodular functions with forward and backward curvature constraints. 52th IEEE Conference on Decision and Control, 10-13 December, Firenze, 2013.
5. Wenchao Li, Xuezhi Wang, Zengfu Wang, and Bill Moran. Efficient localisation of sensor networks with noisy distance measurements. 2013 IEEE International Conference on Information and Automation, 26-28 August, Yinchuan, 2013.
4. Zengfu Wang, Xuezhi Wang, Yan Liang, and Quan Pan. Weapon target assignment leveraging strong submodularity. 2013 IEEE International Conference on Information and Automation, August 26-28, 2013, Yinchuan, China.
3. Zengfu Wang, Xuezhi Wang, Yan Liang, and Quan Pan. Enhanced OTHR detection using Bayesian fusion of multipath target returns. 15th International Conference on Information Fusion, 9-12 July, Singapore, 2012.
2. Zengfu Wang, Quan Pan and Yan Liang. A Viterbi data association algorithm based on adaptive clutter density model. 29th Chinese Control Conference, 29-31 July, Beijing, 2010.
1. 王增福, 潘泉, 梁彦. 基于自适应杂波密度模型的Viterbi数据关联跟踪算法. 第29届中国控制会议. 北京，2010.


研究方向二：弹性关键基础设施链路网络优化设计与分析
一、期刊论文(*为通讯作者)
9. Tianjiao Wang, Xinyu Wang,Zengfu Wang*, Chao Guo, Bill Moran and Moshe Zukerman.Optimal Tree Topology for a Submarine Cable Network With Constrained Internodal Latency.IEEE/OSA Journal of Lightwave Technology. 39(3): 2673-2683, 2021.

8.Zengfu Wang*, Qing Wang, Bill Moran and Moshe Zukerman. Optimal Submarine Cable Path Planning and Trunk-and-Branch Network Topology Design.IEEE/ACM Transactions on Networking. 28(4):1562-1572, 2020.

7. Qing Wang, Jun Guo,Zengfu Wang*, Elias Tahchi, Xinyu Wang, Bill Moran and Moshe Zukerman. Path planning for submarine cable network extension.IEEE Access. 7(1):61883-61895, 2019.

6.Zengfu Wang*, Qing Wang, Bill Moran and Moshe Zukerman. Terrain Constrained Path Planning for Long-haul Cables.Optics Express. 27(6): 8221-8235, 2019.
5.Zengfu Wang*, Qing Wang, Bill Moran and Moshe Zukerman. Application of the fast marching method for path planning of long-haul optical fiber cables with shielding.IEEE Access. 6(1): 41367-41378, 2018.

4.Zengfu Wang*, Qing Wang, Moshe Zukerman, Jun Guo, Yu Wang, Gang Wang, Jun Yang, and Bill Moran. Multiobjective path optimization for critical infrastructure links with consideration to seismic resilience,Computer-Aided Civil and Infrastructure Engineering. 32(10): 836-855, October 2017.

3.Zengfu Wang*, Qing Wang, Moshe Zukerman, and Bill Moran. A seismic resistant design algorithm for laying and shielding of optical fiber cables.IEEE/OSA Journal of Lightwave Technology. 35(14): 3060-3074, 2017.
2. Mingbo Zhao, Tommy W.S. Chow, Peng Tang,Zengfu Wang, Jun Guo, and Moshe Zukerman, Route selection for cabling considering cost minimization and earthquake survivability via a semi-supervised probabilistic model,IEEE Transactions on Industrial Informatics. 13(2): 502-511, 2017.
1. Cong Cao,Zengfu Wang*, Moshe Zukerman, Jonathan Manton, Alain Bensoussan, and Yu Wang. Optimal cable laying across an earthquake fault line considering elliptical failures.IEEE Transactions on Reliability. 65(3): 1536-1550, 2016.


二、会议论文
4. Qing Wang, Zengfu Wang, Jun Guo, Elias Tahchi, Xinyu Wang, Bill Moran, and Moshe Zukerman. Path Planning of Submarine Cables. The 21st Anniversary International Conference on Transparent Optical Networks. France, July 9-13, 2019.

3. Qing Wang, Zengfu Wang, Xinyu Wang, Elias Tahchi, Yu Wang, Gang Wang, Jun Yang, Felipe Cucker, Jonathan Manton, Bill Moran and Moshe Zukerman, Automated cable route engineering and optimization in densely populated landing region, Proc. Submarine Networking. Singapore, 24-26 September, 2018.
2. Qing Wang, Zengfu Wang, Elias Tahchi, Yu Wang, Gang Wang, Jun Yang, Felipe Cucker, Jonathan Manton, Bill Moran and Moshe Zukerman, Cost Effective and Survivable Submarine Cable Path Planning, Proc. International Cable Protection Diamond Jubilee Plenary 2018. Cape Town, South Africa, 10-12 April, 2018.

1. Moshe Zukerman, Zengfu Wang, Cong Cao, and Tommy W.S. Chow et.al., Cost effective and survivable wide-area topology of telecommunication cabling, International Cable Protection Committee (ICPC) Plenary 2015, Hong Kong, April 2015.



三、专利

1. Infrastructure Link Path Arrangement Determination Method and System.Zengfu Wang, M. Zukerman, Q. Wang, W. Moran, X. Wang, E. Tahchi, and C. F. Leung. US Patent Application number: US 16/889,651. Filing Date: 1 June 2020.
2. Seismic Hazard Determination Method and System.Zengfu Wang, M. Zukerman, G. Wang, Y. Wang, X. Wang, W. Moran, Q. Wang and Y. Sun. US Patent Application number: US 16/889,663 . Filing Date: 1 June 2020.

3. System and Method for Determining an Optimal Path Arrangement of an Infrastructure Link Network.Zengfu Wang, M. Zukerman, Q. Wang, and W. Moran. Patent number: US 10,805,207 B2. Date of Patent: October 13, 2020. US Patent Application number: US 16/265,337. Filing Date: 1 February 2019.

4. System and Method for Analyzing Survivability of an Infrastructure Link.Zengfu Wang, M. Zukerman, Q. Wang, W. Moran, E. Tahchi. US Patent Application number: US 16/123,471. Filing Date: 06 September 2018.

5. System and Method for Determining Optimal Path Arrangements for an Infrastructure Link with Terrain Slope Consideration.Zengfu Wang, M. Zukerman, Q. Wang, W. Moran, E. Tahchi. US Patent Application number: US 15/992,559 Filing Date: 30 May 2018.

6. System and Method for Determining Optimal Path Arrangements for an Infrastructure Link with Two or More Design Levels.Zengfu Wang,M. Zukerman, Q. Wang, W. Moran, E. Tahchi. US Patent Application number: US 15/992,480 Filing Date: 30 May 2018.

7. Method for Determining Optimal Laying Arrangement of Infrastructure Link.Zengfu Wang,M. Zukerman, Q. Wang, Y. Wang, G. Wang, W. Moran, F. Cucker, J. Guo, E. Tahchi. Patent number: US 10,425,280 B2. Date of Patent: 24 September 2019. Filing Date: 17 October 2017.



社会兼职 Social Appointments
国际信息融合学会、中国航空学会、中国电子学会会员。



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