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王岩华

  • 职称：副高级
  • 研究方向：统计学，概率统计
  • 所属院系：数学与统计学院  
  • 成果数量：25条，属于本单位的个人成果25条

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[外文期刊] LDnADMM-Net: A Denoising Unfolded Deep Neural Network for Direction-of-Arrival Estimations in A Low Signal-to-Noise Ratio SCIE EI

作者： Liang, Can1,2,3;Liu, Mingxuan1,2,3,4;Li, Yang1,2,3,4;Wang, Yanhua1,2,3,4,5;Hu, Xueyao1,2,3,4 （1Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China.;2Beijing Key Lab Embedded Real Time Informat Proc T, Beijing 100081, Peoples R China.;3Beijing Inst Technol, Electromagnet Sensing Res Ctr, CEMEE State Key Lab, Beijing 100081, Peoples R China.;4Beijing Inst Technol, Chongqing Innovat Ctr, Chongqing 401120, Peoples R China.;5Beijing Inst Technol, Adv Technol Res Inst, Jinan 250300, Peoples R China.）

出处： REMOTE SENSING 2024 Vol.16 No.3

关键词： NONUNIFORM LINEAR ARRAYS; DOA ESTIMATION; MIMO RADAR; MUSIC; SEPARATION; MANIFOLD; MODEL; ADMM

摘要： In this paper, we explore the problem of direction-of-arrival (DOA) estimation for a non-uniform linear array (NULA) under strong noise. The compresse ...

[外文期刊] Limited Sample Radar HRRP Recognition Using FWA-GAN SCIE EI

作者： Song, Yiheng1;Zhang, Liang1,2;Wang, Yanhua1,3,4,5,6 （1Beijing Inst Technol, Radar Technol Res Inst, Beijing 100081, Peoples R China.;2Beijing Inst Technol, Zhengzhou Acad Intelligent Technol, Zhengzhou 450000, Peoples R China.;3Beijing Inst Technol, Electromagnet Sensing Res Ctr, CEMEE State Key Lab, Beijing 100081, Peoples R China.;4Beijing Inst Technol, Beijing Key Lab Embedded Real Time Informat Proc, Beijing 100081, Peoples R China.;5Beijing Inst Technol, Chongqing Innovat Ctr, Chongqing 401120, Peoples R China.;6Beijing Inst Technol, Adv Technol Res Inst, Jinan 250300, Peoples R China.）

出处： REMOTE SENSING 2024 Vol.16 No.16

关键词： FEATURE FUSION; TARGET; FEATURES

摘要： In radar High-Resolution Range Profile (HRRP) target recognition, the targets of interest are always non-cooperative, posing a significant challenge i ...

[外文期刊] Domain-Adaptive HRRP Generation Using Two-Stage Denoising Diffusion Probability Model SCIE EI

作者： Zhou, Qiang1;Wang, Yanhua1,2,3,4,5;Zhang, Xin1;Zhang, Liang1;Long, Teng1 （1Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China.;2Beijing Inst Technol, Electromagnet Sensing Res Ctr CEMEE State Key Lab, Beijing 100081, Peoples R China.;3Beijing Key Lab Embedded Real Time Informat Proc T, Beijing 100081, Peoples R China.;4Beijing Inst Technol, Chongqing Innovat Ctr, Chongqing 401120, Peoples R China.;5Beijing Inst Technol, Adv Technol Res Inst, Shandong 250300, Peoples R China.）

出处： IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 2024 Vol.21

摘要： High-resolution range profile (HRRP) plays a crucial role in radar target recognition. In real-world applications, variations in operational condition ...

[外文期刊] Coherent-on-Receive Synthesis Using Dominant Scatterer in Millimeter-Wave Distributed Coherent Aperture Radar SCIE EI

作者： Can Liang;Yang Li;Xueyao Hu;Yanhua Wang;Liang Zhang;Min Wang;Junliang Guo （1Radar Research Laboratory, School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China;2Beijing Institute of Technology Chongqing Innovation Center, Chongqing 401120, China）

出处： Remote Sensing 2023 Vol.15 No.1505 P1505

关键词： coherent-on-receive synthesis;distributed coherent aperture radar;coherent parameters;dominant scatterer

摘要： The target signal-to-noise ratio (SNR) can be notably improved by coherent-on-receive synthesis (CoRS) in distributed coherent aperture radar (DCAR). ...

[外文期刊] DOA Estimation Using Deep Neural Network with Angular Sliding Window SCIE

作者： Yang Li;Zanhu Huang;Can Liang;Liang Zhang;Yanhua Wang;Junfu Wang;Yi Zhang;Hongfen Lv （1Radar Research Laboratory, School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China;2Beijing Racobit Electronic Information Technology Co., Ltd., Beijing 100081, China）

出处： Electronics 2023 Vol.12 No.824 P824

关键词： array signal processing;direction-of-arrival (DOA) estimation;deep neural network (DNN);supervised learning

摘要： Deep neural network (DNN) has shown great potential in direction-of-arrival (DOA) estimation. In high dynamic signal-to-noise (SNR) scenarios, the est ...

[外文期刊] Millimeter-wave radar object classification using knowledge-assisted neural network SCIE

作者： Wang, Yanhua1234;Han, Chang14;Zhang, Liang14;Liu, Jianhu5;An, Qingru5;Yang, Fei2; （1Radar Research Laboratory, School of Information and Electronics, Beijing Institute of Technology, Beijing, China;2Beijing Institute of Technology Chongqing Innovation Center, Chongqing, China;3Advanced Technology Research Institute, Beijing Institute of Technology, Shandong, Jinan, China;4Electromagnetic Sensing Research Center of CEMEE State Key Laboratory, School of Information and Electronics, Beijing Institute of Technology, Beijing, China;5Beijing Rxbit Electronic Technology Co., Ltd, Beijing, China）

出处： Frontiers in Neuroscience 2022 Vol.16

摘要： To improve the cognition and understanding capabilities of artificial intelligence (AI) technology, it is a tendency to explore the human brain learni ...

[外文期刊] Cooperative Automotive Radars with Multi-Aperture Multiplexing MIMO Sparse Array Design SCIE

作者： Liang, Can1,2;Wang, Yanhua1,3;Yang, Zhuxi3;Hu, Xueyao3;Pei, Qiubo3;Gu, Wei1,2;Zhang, Liang1,2; （1Radar Research Laboratory, School of Information and Electronics, Beijing Institute of Technology, Beijing, 100081, China;2Beijing Key Laboratory of Embedded Real-Time Information Processing Technology, Beijing, 100081, China;3Beijing Institute of Technology Chongqing Innovation Center, Chongqing, 401120, China）

出处： Electronics (Switzerland) 2022 Vol.11 No.8 P1198

关键词： NONDOMINATED SORTING APPROACH;ANTENNA;OPTIMIZATION;SYSTEM;PERFORMANCE

摘要： In this paper, a multi-aperture multiplexing multiple-input multiple-output (MAM-MIMO) sparse array is presented for cooperative automotive radars (CA ...

[中文学位论文] 大数据下电商食品数据的统计挖掘——面向14个城市的食品CPI计算

作者： 杜俊丽 （导师：王岩华）

学位名称： 硕士

出处： 北京理工大学 2017

[中文学位论文] 基于面板模型城市住宅商品房价格预测实证研究

作者： 高路 （导师：王岩华）

学位名称： 硕士

出处： 北京理工大学 2017

[中文学位论文] 基于VaR和CVaR的投资组合模型

作者： 刘宁 （导师：王岩华）

学位名称： 硕士

出处： 北京理工大学 2017

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王岩华副高级简介

Educational Background

1999.9-2004.6 北京大学数学科学学院概率统计系，硕博连读，导师：何书元教授

1984.9-1989.7 新疆大学数学系，本科

Working Experience

　　2006.7 - 至 今    北京理工大学，数学与统计学院，统计系，讲师，副教授

　　2013.8 - 2014.8   美国Fred Hutchinson癌症研究中心，公共卫生部，生物统计与生物数学系，博士后

　　2004.7 - 2006.7   中国科学院，数学与系统科学院研究院，应用数学所，博士后

　　2002.9 - 2002.11  香港大学，统计与精算学系,研究助理

　　1994.3 - 1999.7   新疆财经学院，经济信息管理系，助教，讲师

　　1989.8 - 1994.3   新疆兵团农六师，物资供销公司  

Teachings

　　1. 点估计

　　2. 经验似然

　　3. 应用多元统计

　　4. 概率统计

Publications

1. Qianchuan He, Linglong Kong, Yanhua Wang, Sijian Wang, Timothy A. Chan, Eric Holland. Regularized quantile regression under heterogeneous sparsity with application to quantitative genetic traits, Computational Statistics and Data. 2016, 95, 222–239.

2. Wang Yanhua and He Shuyuan. Fisher information in left truncated data, Communications in Statistics - Theory and Methods. 2011, 40(9), 1525– 1532.

3. Wang Yanhua , Li Xiayan, Wang Qihua and He shuyuan. Weighted estimation of single index models with right censored responses, Science in China, Mathematics. 2011, 54(3), 479-514.

4. Wang Yanhua, Shen Junshan, He Shuyuan and Wang Qihua. Estimation of single index model with missing response at random.  Journal of Statistical Planning and Inference. 2010, 140, 1671–1690.

5. Wang Yanhua, He Shuyuan, Zhu Lixing, and Yuen Kim C.. Asymptotics for a censored generalized linear model with unknown link function. Probability Theory and Related Fields. 2007, 138, 235-267.

6. Wang Yanhua and He Shuyuan. Fisher information in censored data. Statistics and Probability Letters. 2005, 73, 199-206.

7. He Shuyuan and WangYanhua. The Law of the iterated logarithm of the Kaplan-Meier integral and its application. Chinese Annals of Mathematics, B Series.. 2004,5, 199-206.

8. Wang Yanhua and He Shuyuan. The Fisher information in random truncated data.  Insurance Mathematics & Economics. 2003, 32, 475-475.

9. Mei Changlin, He Shuyuan , Wang Yanhua. A note on the nonparametric least squares test for checking a polynomial relationship, Acta Math. Applicatae Sinica, English Series. 2003,19(3), 511-520.

Visiting Positions

　　2013.8 - 2014.8  美国Fred Hutchinson癌症研究中心，公共卫生部，生物统计与生物数学系，博士后

　　2002.9 -2002.11  香港大学，统计与精算学系,研究助理

Research Projects

Awards, Honors and Recognitions

Graduate Students

　　学硕：蒋婧，曹丽华，丁奎云，王曼，郝吉芳，王红晶，蔡雅琴，史书睿，段翠婷，刘畅

　　专硕：任慧，李鹏鹏，杨霄霄，刘宁，杜俊丽，高路，孙静茹，李玉环，刘晴

Conference Talks and Invited Presentations

Conference Organization

Grants & Scholarships Assessor

International Refereed Journals

International Refereed Proceedings