梁軍利,博士後,西北工業大學教授,博士生導師。主持國家自然科學基金面上項目及青年基金、中國博士後特別資助及面上基金、陝西省自然科學基金、陝西省教育廳科研項目等10餘項。
基本介紹
- 中文名:梁軍利
- 國籍:中國
- 職業:教師
- 畢業院校:西安電子科技大學
- 學位/學歷:博士、研究生
- 專業方向:雷達信號處理、陣列信號處理、統計信號處理、
- 職務:教授、博士生導師
- 主要成就:陝西省高等學校科學技術獎二等獎(排名第1):用於感測器陣列目標定位的先進理論與方法研究。
教育經歷,工作經歷,研究方向,科研項目,學術成果,榮譽獲獎,
教育經歷
2007年在中科院聲學所獲得博士學位;
2001、2004年在西安電子科技大學獲得學士、碩士學位;
工作經歷
2012.7-2013.7 在美國佛羅里達大學進行學術研究,合作導師: Jian Li, Petre Stoics教授;
2014.7-2014.8 在香港城市大學進行學術研究,合作導師: Hing Cheung So, Chi Sing Leung 教授。
研究方向
[1]信號處理:雷達信號處理、陣列信號處理、統計信號處理、多基站連續主動聲吶信號處理等,包括MIMO雷達、認知雷達、雷達網路波形設計、目標定位、波束形成、DOA估計、時延、多譜勒估計、波束圖綜合、分散式計算等方面;
[2]圖像處理:圖像形狀分析、圖像融合、圖像去抖、圖像拼接、圖像去噪、圖像識別等及其套用。
科研項目
主持3項國家自然科學基金、1項霍英東教育基金會青年基金、1項陝西省青年科技新星配套項目等。至今作為第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 彙刊發表學術論文10多篇。
學術成果
作為第1作者發表論文:
[1] Lagrange programming neural nework approach for target localization in distributed MIMO radar. IEEE Trans. Signal Processing, 2016,64(6):1574-1585.
[2] Unimodular Sequence Design Based on Alternating Direction Method of Multipliers. IEEE Trans. Signal Processing, 2016,64(20):5367-5381.
[3] Passive localization of mixed near-field and far-field sources using two-stage MUSIC algorithmIEEE Trans. Signal Processing. 2010, 58(1): 108-120.
[4]Waveform design with unit modulus and spectral shape constraints via Lagrange programming neural networkIEEE 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] Decentralized dimensionality reduction for distributed tensor data across sensor network. IEEE Trans. Neural Networks and Learning Systems. 2016,27(10):?-?
[7]Robust ellipse fitting via half-quadratic and semidefinite relaxation optimizationIEEE Transactions on Image Processing. 2015,24(11):4276-4286.
[8]Image fusion using higher order singular value decomposition. IEEE Transactions on Image Processing. 2012, 21(5):2898-2909.
[9]Distributed dictionary learning for sparse representation in sensor networks IEEE Transactions on Image Processing. 2014, 23(6):2528-2541.
[10]Robust ellipse fitting based on sparse combination of data points. IEEE Transactions on Image Processing. 2013, 22(6): 2207-2218.
[11]On designing the transmission and reception of multistatic continuous active sonar systems. IEEE Transactions on Aerospace and Electronic Systems. 2014,50(1): 285-299.
[12] Shape fitting for the shape control system of silicon single crystal growth. IEEE Trans. Industrial Informatics. 2015, 11(2): 363-374.
[13]Passive localization of near-field sources using cumulant. IEEE Sensors Journal. 2009, 9(8): 953-960.
[14]Joint azimuth and elevation direction finding using cumulant.IEEE Sensors Journal. 2009,9(4): 390-398.
[15]Robust MIMO radar target localization via nonconvex optimization, Elsevier: Signal Processing. 2016,122,33-38.
[16] L-shaped array-based elevation and azimuth direction finding in the presence of mutual coupling. Elsevier: Signal Processing. 2011, 91(5): 1319- 1328.
[17] A computationally efficient algorithm for joint range-DOA- frequency estimation of near-field sources. Elsevier: Digital Signal Processing. 2009, 19(4): 596-611.
[18] Recursive least squares-like algorithms for the adaptive second-order lattice notch filter. Elsevier: Digital Signal Processing. 2008,18(3):291-306.
[19] Joint estimation of source number and DOA using simulated annealing algorithm. Elsevier: Digital Signal Processing. 2010, 20(3): 887-899.
[20] Ellipse fitting via low-rank generalized multidimensional scaling matrix recovery. Springer: Mutidimensional System and Signal Processing, Accepted.
榮譽獲獎
陝西省青年科技新星;
西北工業大學翱翔青年學者;
陝西省高等學校科學技術獎二等獎(排名第1):用於感測器陣列目標定位的先進理論與方法研究。
ICIRA2012國際會議最佳論文獎;
中科學聲學所07年度論文發表一等獎。