导师姓名：梁军利
性别：
人气指数：66

所属院校：西北工业大学
所属院系：电子信息学院
职称：教授
导师类型：
招生专业：电子科学与技术


通讯方式 :
电子邮件：liangjunli@nwpu.edu.cn


个人简述 :
陕西省青年科技新星；西北工业大学翱翔青年学者；陕西省高等学校科学技术奖二等奖（排名第1）：用于传感器阵列目标定位的先进理论与方法研究。ICIRA2012国际会议最佳论文奖；中科学声学所07年度论文发表一等奖。

科研工作 :
2012.7-2013.7 ?美国佛罗里达大学，博士后，合作导师: Jian Li, Petre Stoica教授 (均为IEEE? Fellow)?2014.7-2014.8? 香港城市大学，高级访问学者，合作导师: Hing Cheung So (IEEE Fellow), Chi Sing Leung 教授。 研究方向：[1]信号处理：雷达信号处理、阵列信号处理、统计信号处理等，包括MIMO雷达、认知雷达、雷达网络、波形设计、目标定位、波束形成、DOA估计、时延、多谱勒估计、波束图综合、分布式计算、one-bit等方面；[2]红外图像处理、无人机视频图像处理、SAR 图像处理、工业图像处理及其应用。主持国家自然科学基金(3项)、霍英东教育基金会青年基金、陕西省青年科技新星配套项目、空装预研项目、军委项目等。至今作为第1作者在IEEE Trans. Signal Processing、IEEE Trans. Image Processing、IEEE Trans. Neural Network and Learning Systems、IEEE Trans. Antenans and Propagation、IEEE Journal of Selected Topics in Signal Processing、IEEE Trans. Aerospace and Electronic Systems等IEEE 汇刊发表学术论文14篇，其中SCI 1-2区15篇。 出版专著1部，公开或授权发明专利8项。作为第1作者发表论文：[1] Lagrange programming neural nework approach for target localization in distributed MIMO radar. IEEE Transactions on Signal Processing, 2016,64(6):1574-1585.[2] Unimodular Sequence Design Based on Alternating Direction Method of Multipliers. IEEE Transactions on Signal Processing, 2016,64(20):5367-5381.[3] Passive localization of mixed near-field and far-field sources using two-stage MUSIC algorithm. IEEE Transactions on Signal Processing. 2010, 58(1): 108-120.[4]Waveform design with unit modulus and spectral shape constraints via Lagrange programming neural network. IEEE Journal of Selected Topics in Signal Processing. 2015,9(8): 1377-1386.[5]Joint elevation and azimuth direction finding using L-shaped array. IEEE Transactions on Antennas and Propagation. 2010,58(6): 2136-2141.[6]Sparse array beampattern synthesis via alternating direction method of multipliers. IEEE Transactions on Antennas and Propagation, Accepted.[7] Decentralized dimensionality reduction for distributed tensor data across sensor network. IEEE Transactions on Neural Networks and Learning Systems. 2017,27(11):2174-2186.[8]Robust ellipse fitting via half-quadratic and semidefinite relaxation optimization. IEEE Transactions on Image Processing. ?2015,24(11)：4276-4286.[9]Image fusion using higher order singular value decomposition. IEEE Transactions on Image Processing. 2012, 21(5)：2898-2909.[10]Distributed dictionary learning for sparse representation in sensor networks IEEE Transactions on Image Processing. 2014,23(6)：2528-2541.[11]Robust ellipse fitting based on sparse combination of data points. IEEE Transactions on Image Processing. 2013, 22(6): 2207-2218.[12]On designing the transmission and reception of multistatic continuous active sonar systems. IEEE Transactions on Aerospace and Electronic Systems. 2014,50(1): 285-299.[13] Shape fitting for the shape control system of silicon single crystal growth. IEEE Transactions on Industrial Informatics. 2015, 11(2): 363-374.[14]Passive localization of near-field sources using cumulant. IEEE Sensors Journal. 2009, 9(8): 953-960.[15]Joint azimuth and elevation direction finding using cumulant.IEEE ?Sensors Journal. 2009,9(4): 390-398.[16]Phase Retrieval via the Alternating Direction Method of Multiplier, IEEE Signal Processing Letters. 2018, 25(1): 5-9. [17]Phase-only pattern synthesis for linear antenna arrays. IEEE Antennas and Wireless Propagation Letters,Accepted.[18]Robust MIMO radar target localization via nonconvex optimization, Elsevier: Signal Processing. 2016,122,33-38.[19] L-shaped array-based elevation and azimuth direction finding in the presence of mutual coupling. Elsevier: Signal Processing. 2011, 91(5): 1319- 1328.[20] A computationally efficient algorithm for joint range-DOA- frequency estimation of near-field sources. Elsevier: Digital Signal Processing. 2009, 19(4): 596-611.[21] Recursive least squares-like algorithms for the adaptive second-order lattice notch filter. Elsevier: Digital Signal Processing. 2008,18(3):291-306.[22] Joint estimation of source number and DOA using simulated annealing algorithm. Elsevier: Digital Signal Processing. 2010, 20(3): 887-899.[23]Circular/hyperbolic/elliptic localization via Euclidean norm elimination. Elsevier: Signal Processing,2018, 148: 102-113. [24]On optimizations with magnitude constraints on frequency or angular responses. Elsevier: Signal Processing, 2018, 145:214-224.指导博士发表论文：[25] Yang Jing, Junli Liang. Designing Unimodular Sequence with Minimum PSL of Local Ambiguity Function, IEEE Trans. Aerospace and Electronic Systems[26] Guoyang Yu, Junli Liang. Sequence Set Design with Accurately Controlled Correlation Properties. IEEE Trans. Aerospace and Electronic Systems

教育背景 :
2007年在中科院获得博士学位?；2001、2004年在西安电子科技大学获得学士、硕士学位。