相关技术

基于多窗方法的DOA 估计

  • 刘春静 ,
  • 于美华 ,
  • 刘枫 ,
  • 张曙
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  • 1 哈尔滨工程大学信息与通信工程学院,哈尔滨 150001
    2 信息综合控制国家重点实验室,成都 610036

刘春静, 博士研究生, 研究方向:自适应阵列处理,统计信号处理。

收稿日期: 2009-06-07

  网络出版日期: 2025-05-28

DOA Estimation Based on Multiwindow Method

  • LIU Chunjing ,
  • YU Meihua ,
  • LIU Feng ,
  • ZHANG Shu
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  • 1 College of Information and Communication Engineering, Harbin Engineering University, Harbin 150001, China
    2 National Information Control Laboratory, Chengdu 610036, China

Received date: 2009-06-07

  Online published: 2025-05-28

摘要

提出了一种基于多窗方法的DOA估计算法,该方法只需要较少的快拍数目,能同时分辨相干信号和互不相关的信号。该方法以多窗函数为基础,将线性回归模型用于空间谱中平面波的检测和估计。计算机仿真结果表明该算法是有效的,甚至在低信噪比条件下仍然适用。然而,最值得注意的是,该算法对于阵列增益和相位误差具有较强的鲁棒性能。

本文引用格式

刘春静 , 于美华 , 刘枫 , 张曙 . 基于多窗方法的DOA 估计[J]. 弹箭与制导学报, 2010 , 30(3) : 162 -164 . DOI: 10.15892/j.cnki.djzdxb.2010.03.061

Abstract

An algorithm based on multi window method which can achieve the efficient direction finding with a few snapshots in coherent or uncorrelated case was described. The proposed algorithm applies the linear regression model to checking and estimating existing plane waves in the spatial spectrum with multi-window functions. The computer simulation results show that the new method is effective even in low signal-to-noise ratio (SNR) situations. However, the most attractive characteristic of the provided method is that it is very robust to the array gain and phase errors.

参考文献

[1]
R O Schmidt. Multiple emitter location and signal parameter estimation[J]. IEEE Trans. SP, 1990, 38(8): 1424- 1435.
[2]
R Roy, T Kailath. ESPRIT-estimation of signal parameters via rotational invariance techniques[J]. IEEE Trans ASSP, 1989, 37(7): 984- 995.
[3]
D J Thomson. Spectrum estimation and harmonic analysis[J]. Proceedings of the IEEE, 1982, 70(9): 1055- 1096.
[4]
A Drosopoulos, S Haykin. Angle of arrival estimation in the presence of multipath[J]. Electronic Letter, 1991, 27(24): 2273- 2274.
[5]
S Haykin. Adaptive radar signal processing[M]. New York: John wiley, 2006.
[6]
K E Wage. Multitaper array processing[J]. Proceedings of the IEEE, 2007, 8: 1242- 1246.
[7]
N Erdol. Multitaper spectral estimation: a generalized windows approach[OL].http://www.eurasip.org/pro-ceedings/Eusipoc2005/defevent/papers/Cr2048.pdf. Eusipoc2005 proceedings, 2005.
[8]
J O Rawlings, S G Pantula, D A Dickey. Applied regression analysis: a research tool (Second Edition)[M]. Berlin: Springer, 1998.
[9]
J T Kim, S H Moon, D S Han, . Fast DOA estimation algorithm using pseudocovariance matrix[J]. IEEE Trans. Antennas and Propagation, 2005, 53(4): 1346- 1351.
[10]
Zhong Wen, Li-ping Li, Ping Wei. Fast direction finding using modified pseudocovariance matrix[J]. IEEE Trans. Antennas and Propagation, 2006, 54(12): 3914- 3918.
[11]
K S Riedel, A Sidorenko. Minimum bias multiple taper spectral estimation[J]. IEEE Trans. Signal Processing, 1995, 43(1): 188- 195.
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