梁军利--中文百科全书

教育经历

2007年在中科院声学所获得博士学位；

2001、2004年在西安电子科技大学获得学士、硕士学位；

工作经历

2012.7-2013.7 在美国佛罗里达大学进行学术研究，合作导师: Jian Li, Petre Stoics教授;

2014.7-2014.8 在香港城市大学进行学术研究，合作导师: Hing Cheung So, 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、多基站连续主动声吶信号处理等，包括MIMO雷达、认知雷达、雷达网路波形设计、目标定位、波束形成、DOA估计、时延、多谱勒估计、波束图综合、分散式计算等方面；

[2]图像处理：图像形状分析、图像融合、图像去抖、图像拼接、图像去噪、图像识别等及其套用。

科研项目

主持3项国家自然科学基金、1项霍英东教育基金会青年基金、1项陕西省青年科技新星配套项目等。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 彙刊发表学术论文10多篇。

学术成果

作为第1作者发表论文：

[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.