基于非圆信号的单次快拍二维DOA新算法

李磊; 李国林; 马云鹏

doi:10.13700/j.bh.1001-5965.2013.0770

基于非圆信号的单次快拍二维DOA新算法

doi: 10.13700/j.bh.1001-5965.2013.0770

1.
海军航空工程学院研究生管理大队, 烟台 264001
2. 北京航空航天大学航空科学与工程学院, 北京 100191

基金项目: 国家自然科学基金资助项目(61102165)

详细信息

作者简介:
李磊(1987-),男,山东济宁人,博士生,lilei19880229@gmail.com.

中图分类号: TN911.7
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- 文章访问数: 849
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- 被引次数: 0
出版历程
- 收稿日期: 2014-01-14
- 网络出版日期: 2014-11-20

New method for single-snapshot two-dimensional direction of arrival estimation based on noncircular signals

1.
Graduate Students' Brigade, Engineer of NAEI, Yantai 264001, China
2. School of Aeronautic Science and Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100191, China

摘要

摘要: 针对双平行线阵相干信号二维波达方向(DOA,Direction of Arrival)快速估计问题,利用信号的非圆特性,提出了一种基于非圆信号的单次快拍数据的二维DOA算法.建立新的阵列坐标系,对阵列接收单次快拍数据进行共轭运算,通过数据重新链接得到伪快拍数据,阵列孔径扩展1倍.仅需要对3个伪单快拍矩阵的扩展矩阵进行一次奇异值分解即可实现二维DOA估计和解相干.该算法计算复杂度低,估计精度高,适用于对二维DOA估计实时性要求高的应用背景.计算机仿真结果验证了方法的有效性.
- 非圆信号 /
- 单次快拍 /
- 奇异值分解 /
- 波达方向估计 /
- 相干信号
Abstract: To resolve the problem of fast estimating two-dimensional direction of arrival (DOA) in coherent signals environment with two parallel linear arrays, a new method for single-snapshot two-dimensional DOA estimation was presented based on noncircular signals. New coordinate system was established and array received data was changed to its conjugate data. Pseudo snapshot data was made and array aperture was doubled by reconnecting data. The coherence between the signals was solved and two-dimensional DOA can be estimated only by using singular values decomposition (SVD) for extended matrix which was made of three pseudo snapshot matrix. The method has low complex degree and high estimation accuracy, so it is suitable for DOA estimation of high real-time attribution background. Simulation indicates that the method is effective.
- noncircular signals /
- single-snapshot /
- singular values decomposition (SVD) /
- direction of arrival (DOA) estimation /
- coherent signals

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参考文献(17)

[1]	蒋柏峰,吕晓德.一种基于导向矢量变换的DOA估计预处理方法[J].电子与信息学报,2012,34(7):1552-1557 Jiang Baifeng,Lü Xiaode.A DOA estimation pre-processing method based on steering vector transformation[J].Journal of Electronics & Information Technology,2012,34(7):1552-1557(in Chinese)
[2]	Chen C,Zhang X F,Chen H,et al.A low-complexity algorithm for coherent DOA estimation in monostatic MIMO radar[J].Wireless Pers Commun,2013,72:549-563
[3]	Zheng Z,Li G J,Teng Y L.Simplified estimation of 2D DOA for coherently distributed sources[J].Wireless Pers Commun,2012,62:907-922
[4]	Hu X Q,Chen H,Wang Y L,et al.A self-calibration algorithm for cross array in the presence of mutual coupling[J].Science China,Information Sciences,2011,54(4):836-848
[5]	洪升,万显荣,易建新,等.基于单次快拍的双基地MIMO雷达多目标角度估计方法[J].电子与信息学报,2013,35(5):1149-1156 Hong Sheng,Wan Xianrong,Yi Jianxin,et al.An angle estimation method for multi-targets in bistatic MIMO radar with single snapshot[J].Journal of Electronics & Information Technology,2013,35(5):1149-1156(in Chinese)
[6]	Liu C,Ye Z,Zhang Y.DOA estimation based on fourth-order cumulants with unknown mutual coupling[J].Signal Processing,2009,89(9):1839-1843
[7]	殷勤业,邹理和,Newwcomb W R.一种高分辨率二维信号参量估计方法-波达方向矩阵法[J].通信学报,1991,12(4):1-7 Yin Qinye,Zou Lihe,Newwcomb W R.A high resolution approach to 2-D signal parameter estimation-doa matrix method[J].Journal on Communications,1991,12(4):1-7(in Chinese)
[8]	Huang L,Yuan W M.Direction of arrival estimation based on the MSWF[J].Journal of Xidian University,2004,31(6):865-869
[9]	Tayem N,Kwon H M.L-shape 2-dimensional arrival angle estimation with propagator method[J].IEEE Trans on Antennas and Propagation,2008,56(5):1622-1630
[10]	Kim J T,Moon S H,Han D S,et al.Fast DOA estimation algorithm using pseudocovariance matrix[J].IEEE Trans Antennas and Propagation,2005,53(4):1346-1351
[11]	Ren Q S,Willis A J.Extending MUSIC to single snapshot and on line direction finding applications[C]//Proc of IEE Radar'97.Edinburgh,UK:IEE,1997:783-787
[12]	王凌,李国林,隋鉴,等.单次快拍波达方向矩阵法[J].系统工程与电子技术,2012,34(7):1323-1328 Wang Ling,Li Guolin,Sui Jian,et al.Single snapshot DOA matrix method[J].Systems Engineering and Electronics,2012,34(7):1323-1328(in Chinese)
[13]	王凌,李国林.一种新的单次快拍二维ESPRIT算法[J].北京理工大学学报,2013,33(1):99-104 Wang Ling,Li Guolin.A new method of single snapshot 2-D ESPRIT algorithem[J].Transactions of Beijing Institute of Technology,2013,33(1):99-104(in Chinese)
[14]	Haardt M,Römer F.Enhancements of unitary ESPRIT for non-circular sources[C]//ICASSP,IEEE International Conference on Acoustics,Speech and Signal Processing-Proceedings,2004,2:II101-II104
[15]	Delmas J P,Abeida H.Stochastic Cramer-Rao bound for noncircular signals with application to DOA estimation[J].IEEE Trans on Signal Processing,2004,52(11):3192-3199
[16]	刘剑,黄知涛,周一宇.非圆信号方位、俯仰及初相联合估计[J].电子与信息学报,2008,30(7):1666-1670 Liu Jian,Huang Zhitao,Zhou Yiyu.Joint 2-D angle and noncircularity phase estimation[J].Journal of Electronics & Information Technology,2008,30(7):1666-1670(in Chinese)
[17]	张贤达.矩阵分析与应用[M].北京:清华大学出版社,2009 Zhang Xianda.Matrix analysis and applications[M].Beijing:Tsinghua University Press,2009(in Chinese)