西安电子科技大学人工智能学院导师教师师资介绍简介-赵光辉

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赵光辉
博士，教授，
博士生导师，硕士生导师
博士学科：计算机科学与技术　
硕士学科：计算机科学与技术
工作单位：人工智能学院

招生信息
人工智能学院学硕
广州研究院专硕
报考前请邮件联系

联系方式
通信地址：西安电子科技大学134信箱
电子邮箱：ghzhao@xidian.edu.cn
办公地点：主楼3区111

个人简介
赵光辉，教授，博士生导师，获陕西省科学技术一等奖。国际期刊发表论文三十余篇。先后主持国家自然科学基金项目和研究所课题多项。研究方向为智能信号处理、智能光电探测、智能声学探测等。
News!
2020.10.20：论文SPB-Net: A Deep Network for SAR Imaging and Despeckling with Down-sampled Data被IEEE Trans. on Geoscience and Remote Sensing录用，恭喜熊凯！（基于可解释性神经网络的高分辨率SAR成像）
2020.09.21：论文Multi-Scale and Single-Scale fully convolutional networks for sound event detection被Neurocomputing录用，恭喜王迎斌！（基于多尺度特征的音频信号检测网络设计）
1、智能声学平台（可开展声源定位、语音分离、语音增强等研究）
2、智能雷达探测系统（可开展城市环境下大疆等无人机的精准探测，适用于各类安防领域）
3、智能光电探测系统（可开展全景相机设计、光学目标智能检测与跟踪等研究）

项目
在研课题
智能通信对抗技术技术，XX项目，2020-2021
XX智能海面目标检测识别技术研究， XX项目，2020-2021
智能海面舰船目标检测，JK领域基金项目，2020-2023
基于XXXX的智能雷达探测技术，JK委项目，2019-2021
基于深度学习的海洋舰船目标检测技术，航天中卫，2018-2019.

专利
2016:
基于多任务贝叶斯压缩感知的逆合成孔径雷达成像方法，申请日：3.0
高超声速目标加速度方法，申请日：1.7
高超声速目标测速方法，申请日：3.0
基于卫星导航的导弹测姿方法，申请日：2.x
2015:
实孔径相控阵雷达高分辨率探测成像方法,授权号：ZL0.4
复杂场景下的前视实孔径成像方法，申请号：6.0
基于稀疏约束的线性调频信号参数估计方法，授权号：ZL8.2
基于双重稀疏约束的逆合成孔径雷达自聚焦成像方法，申请号：2.7
基于稀疏表示的稳健二维波达方向估计方法，申请号：9.5
基于二维频域的超高声速目标测速方法，申请号：0.0
基于卫星数据的导弹自旋转频率测量方法，授权号：ZL5.3
2014:
轮廓增强的聚束式合成孔径雷达成像方法,授权号：ZL0.9
基于目标空间稀疏性的高分辨声纳定位方法,授权号：ZL9.7
基于二维频域稀疏约束的宽带目标测向方法, ZL20**.2
小孔径高分辨相控阵超声探测成像方法，授权号：ZL6.2
基于稀疏表示的目标角度距离联合估计方法，申请号：5.3
基于稀疏表示理论的合成孔径雷达成像方法，申请号：9.3
基于双重稀疏约束的压缩感知合成孔径雷达成像方法，申请号：3.8
基于图像稀疏域噪声分布约束的合成孔径雷达成像方法，申请号：2.X
基于稀疏域噪声分布约束的SAR图像抑制方法，申请号：9.2
基于稀疏表示的实孔径前视成像方法，申请号：8.7
2013:
低频窄带高分辨超声探测成像方法,授权号：ZL5.4
2012:
压缩感知框架下基于非凸模型的图像压缩重构方法,授权号：ZL0.0

新增栏目2

Journal
Kai Xiong, Guanghui Zhao*, YingBing Wang, Guangming Shi, "SPB-Net: A Deep Network for SAR Imaging and Despeckling with Down-sampled Data", IEEE Trans. on Geoscience and Remote Sensing, Accepted.
YingBing Wang, Guanghui Zhao*, Kai Xiong, Guangming Shi, Yumeng Zhang,"Multi-Scale and Single-Scale fully convolutional networks for sound event detection",Neurocomputing, 421, 51-65, 2021.
Kai Xiong, Guanghui Zhao*, Guangming Shi, Yingbin Wang,"A Convex Optimization Algorithm for Compressed Sensing in a Complex Domain: The Complex-Valued Split Bregman Method", Sensors, 19(20):4540, 2019
Fangfang Shen, Yanming Liu,Guanghui Zhao, Xuyang Chen, Xiaoping Li, "Sparsity-based off-grid DOA estimation with uniform rectangular arrays",IEEESensorsJournal,18(8):3384-3390, 2018.
Guanghui Zhao, Fangfang Shen, Jie Lin, Guangming Shi, Yi Niu, "Fast ISAR imaging based on Enhanced Sparse Representation Model", IEEE Trans. on Antennas and Propagation, 65(10):5453-5461, 2017.
Guangming Shi, Fangfang Shen, Yi Niu,Guanghui Zhao, "Multiple-Stations Scalable Transmission with Compressed Sensing for Near Space Communication",IEEE Antennas and Wireless Propagation Letters, vol.15, pp. 382-385, 2016.
Fangfang Shen,Guanghui Zhao*, Zicheng Liu, Guangming Shi, Jie Lin, "SAR Imaging With Structural Sparse Representation",IEEE Journal of Selected Topic in Applied Earth Observations and Remote Sensing , 8(8):3902-3910, 2015.
Guanghui Zhao, Guangming Shi, Fangfang Shen, Xi Luo, Yi Niu, "A Sparse Representation based DOA Estimation Algorithm with Separable Observation Model",IEEE Antennas and Wireless Propagation Letters, vol.14, pp.1586-1589, 2015.
Guanghui Zhao, Zicheng Liu, Jie Lin, Guangming Shi,Fangfang Shen, "Wideband DOA Estimation based on Sparse Representation in 2-D Frequency Domain",IEEE SensorsJournal, 15(1):227-233, 2015.
Guanghui Zhao, Guangming Shi, "Altitude Measurement of low elevation target based on Iterative Subspace Projection," IEEE Trans. on Aerospace and Electronic Systems. 2011, 47(2):1256-1264.
Guanghui Zhao,Fangfang Shen,Zhengyang Wang, Guangming Shi, "Cauchy Diversity Measure: A Novel Methodology for Enhancing Sparsity in Compressed Sensing,"IET Signal Processing. 2013, 7(9):791-799.
Guanghui Zhao, Qi Wang, Fangfang Shen,Xiaoming Li, Guangming Shi,"Robust Compressive MIMO Imaging,"IET Radar Sonar & Navigation. 2013, 7(3):233-245.
Fangfang Shen,Guanghui Zhao*, Guangming Shi, Weisheng Dong, Chenglong Wang, Yi Niu, "Compressive SAR Imaging with Joint Sparsity and Local Similarity Exploitation",Sensors,15(2):4176-4192, 2015.
Guanghui Zhao, Jie Lin, Fangfang Shen, Guangming Shi, Qingyu Hou, Zicheng Liu, "High Resolution DOA Estimation with Meridian Prior,"EURASIP Journal on Advances in Signal Processing,2013, 2013:91.
Guanghui Zhao,F.F.Shen, Z.Y. Wang, G.M.Shi, D.H.Liu, "A High Quality Image Reconstruction method based on Non-convex Decoding," Sci China Tech Sci,2013, 56(11):1-10.
Guanghui Zhao, Zhengyang Wang, Qi Wang, Guangming Shi, Fangfang Shen, "Robust ISAR Imaging based on Compressive Sensing from Noisy Measurements,"Signal Processing. 2012, 92(1):120-129.
Zhao G H, Shi G M, Zhou J S, "Angle estimation via frequency diversity of the SIAR radar based on Bayesian theory," Sci China Tech Sci, 2010,53:2581-2588.
Baixiao Chen,Guanghui Zhao, Zhang Shouhong, "Altitude Measurement based on Beam Split and Frequency Diversity in VHF Radar,"IEEE Trans. On Aerospace and Electronic Systems. 2010,46(1):3-13.
Conference articles
Guanghui Zhao, et al., "Parallel Implementation of the Range-Doppler Radar Processing on a GPU Architecture",the 15th International Symposium on Parallel and DistributedComputing (ISPDC2016),Accepted, Oral.
Luo Xi, Shen Fangfang, Zhao Guanghui, Shi Guangming, "LOW Complexity DOA estimation approach through multitask Bayesian compressive sensing strategies",2015 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC2015), Accepted, Oral.
Zhenchuan Pang, Guanghui Zhao, Guangming Shi, "SAR Image Despeckling with Adaptive Sparse Representation",Second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services (ICSDM 2015), Accepted.
Guanghui Zhao, Gongyu Zuo, Fangfang Shen, Guangming Shi, "An Efficient Strategy for Compressive SAR Imaging", The Thrid IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP 2015), Accepted.
Fangfang Shen,Guangming Shi,Guanghui Zhao, Yi Niu,"Fast Resolving of the Nonconvex Optimization with Gradient Projection",2015 International Conference on Optical Instrument and Technology (OIT' 2015), 2015-5-10, Accepted
Chenglong Wang,Guanghui Zhao, Guangming Shi, "SAR Image Despeckling based on the Nonlocally Centralized Sparse Representation Model,"The 14th IEEE International Conference on Computer and Information Technology, 2014, xi'an.
Ahmed M. Awadallah,Guanghui Zhao, Guangming Shi, Zhaozhao Gao, "Two-Dimensional Compressive SAR imaging with Nonconvex Model Constraint,"International Journal of Engineering Research & Technology, vol.3, no.6, 333-337, 2014.
Ahmed M. Awadallah,Guanghui Zhao, Guangming Shi,High Resolution SAR Imaging with EfficientAzimuth Compression in Chirp Scaling Principle,2013 IEEE International conference on Signal Processing, Communication and Computing(ICSPCC2013),accepted.
Z.C. Liu,G.H. Zhao, X.L. Wang, G.M. Shi,"High Resolution Range Profile with Promoted Sparsity and Refined Grid,"IET International Conference on Radar(ICR 2013), Accepted.
Zicheng Liu, Xuelei Wang,Guanghui Zhao,Guangming Shi, Jie Lin,Zhaozhao Gao,Wideband DOA Estimation Based on Sparse representation,2013 IEEE International conference on Signal Processing, Communication and Computing(ICSPCC2013),accepted.
Guanghui Zhao, Fangfang Shen, Zhengyang Wang, Guangming Shi, "Compressive Direction Finding with Robust Sparsity Prior,"International Conference on Radar2011, 1429-1433.
Xuyang Chen,Guanghui Zhao, Guangming Shi, "High resolution beamforming with promoted sparsity via reweighted methodology,"International Conference on Radar2011,1417-1420.
Fangfang Shen,Guanghui Zhao,Guangming Shi, Dongyang Jin, "Compressed Sensing based Ultra-Wideband Radar System,"International Conference on Radar2011,1850-1853.
Before 2010
ZhaoGuanghui,Chen BaiXiao, Zhu ShouPing, "Direction synthesis in DOA estimation for monostatic multiple input multiple output (MIMO) radar based on synthetic impulse and aperture radar (SIAR) and its performance analyse,"Sci China E-Tech Sci, 2008,51(5):656-673.
赵光辉,张天键,沈方芳等, 低信噪比下稳健压缩感知成像, 航空学报, 2012, 33(3),pp.561-572.
赵光辉, 石光明, 周佳社, 基于贝叶斯理论的多载频SIAR雷达频率分集角度测量, 中国科学，2010, 40(11): 1322-1329.
赵光辉, 陈伯孝, 杨雪亚, 基于SIAR体制单基地MIMO雷达分辨率分析及距离高分辨技术, 系统工程与电子技术，2010, 32(1):57-61.
赵光辉,陈伯孝, 高昭昭,基于SIAR体制单基地MIMO雷达距离高分辨研究, 系统工程与电子技术，2010, 32(4):734-763.
赵光辉, 陈伯孝, 朱守平,基于SIAR体制单基地MIMO雷达方向综合及测角性能分析, 中国科学E辑，2009, 39(1):181-192.
赵光辉, 陈伯孝, 多频体制下虚拟阵列映射聚焦方法, 西安交通大学学报, 2009, 43(4):66-69.
赵光辉, 陈伯孝等, 基于差分预处理的米波雷达低仰角处理算法, 电子与信息学报, 2009, 31(2):363-365.
赵光辉, 陈伯孝等, 基于交替投影的DOA估计方法及其在米波雷达中的应用, 电子与信息学报，2008, 30(1):224-227.
赵光辉, 陈伯孝, 基于二次编码的MIMO雷达阵列稀布与天线综合, 系统工程与电子技术, 2008, 30(6):1032-1036.
杨雪亚, 陈伯孝,赵光辉, 基于二维空间平滑的波束域MUSIC算法, 系统工程与电子技术, 2010, 32(5):895-899.
符渭波, 赵永波, 苏涛,赵光辉等, 基于L型阵列MIMO雷达的DOA矩阵方法,系统工程与电子技术, 2011, 33(11):2398-2403.
符渭波, 苏涛,赵永波,赵光辉等, 双基地MIMO雷达相干源角度估计方法, 西安电子科技大学学报, 2012, 39(4):143-152.

博士：熊凯（2017年秋）、王迎斌（2018年秋）、王一丁（2020年秋）、刘云峰（2021年秋）
研三：王春亮、韩冰鑫、张雨萌、郑杰
研二：王泽林、金星、林陆旭、肖德祥
研一：马溢泽、张辉荣、沈金松、刘松（广州研究院）、刘诏林（广州研究院）
研零：黄义雄、李缘豪、何瑶、陈嘉伟、王成、杨博文
已毕业：
2020年毕业：张猛（小米科技）、李鹏（浦发银行）、江雨泽（西安华为）、符坤（上海宝信）
沈方芳（西电空间学院硕导）
刘自成（国家公派法国巴黎第十一大学博士）
金东阳（西电博士）
王正杨（航天23所）、张天健（航天802所）、吴伟佳（中电29所）、李雅祥（西安华为）
陈超、王雪磊、王成龙、周丹凤、李炳萨
罗喜、左功玉、岳林涛、李光磊
孙爽爽、谭萌、申奇行、刘永飞
张杰、刘飞涛、姜艳娜、李丽萍、王琰腾

本人隶属于人工智能学院石光明教授团队
招生情况：1）西电校本部硕士3名
2）广州研究院硕士5名
学生要求：主动性强、踏实认真，欢迎校内校外优秀考生报考，报考前请邮件联系。

新增栏目0
本科课程
本科大三，微波成像技术
讲义：
第2讲雷达波形
第3讲多普勒效应
第4讲多普勒频率
第5讲雷达目标回波
第6讲雷达目标回波模拟
第7讲雷达信号的采样
第8讲匹配滤波
第9讲匹配滤波（续）
第10讲脉冲压缩
第11讲脉冲压缩（续）
第12讲相参积累
第13讲运动目标显示
第14讲解线频调
第15讲波束形成

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