冲击噪声背景下的DOA估计新方法

doi:10.13190/j.jbupt.2013.05.021

北京邮电大学学报 ›› 2013, Vol. 36 ›› Issue (5): 99-104.doi: 10.13190/j.jbupt.2013.05.021

冲击噪声背景下的DOA估计新方法

刁鸣¹, 安春莲^1,2

1. 哈尔滨工程大学信息与通信工程学院, 哈尔滨 150001;
2. 西南电子设备研究所, 成都 610000

收稿日期:2012-09-04 出版日期:2013-10-31 发布日期:2013-08-09
作者简介:刁摇鸣(1977-),男,教授,博士生导师,E-mail:diaoming@hrbeu.edu.cn.
基金资助:
国家自然科学基金项目（61102106）；中央高校基本科研业务费专项基金项目（HEUCF1208,HEUCF100801）

A Novel DOA Estimation Method in Impulsive Noise

DIAO Ming¹, AN Chun-lian^1,2

1. College of Information and Communication Engineering, Harbin Engineering University, Harbin 150001, China;
2. Southwest China Research Institute of Electronic Equipment, Chengdu 610000, China

Received:2012-09-04 Online:2013-10-31 Published:2013-08-09

摘要/Abstract

摘要：

现有冲击噪声背景下的波达方向（DOA）估计方法都是基于分数低阶统计量提出的，其求解比传统的二阶矩方法复杂。为此，根据冲击噪声的幅值特性，通过对阵列接收数据进行去冲击预处理，提出了一种冲击噪声背景下的DOA估计新方法。该方法首先估计出阵列接收数据中信号成分的幅值上限，然后对阵列接收数据进行去冲击处理，从而利用传统的二阶矩方法来实现DOA估计。理论分析和仿真实验结果表明，所提方法无需求解分数低阶统计量，计算简便，估计精度高，且在强冲击噪声环境下仍然具有良好的估计性能。

关键词: 波达方向估计, 冲击噪声, 多重信号分类算法, 二阶矩, 分数低阶统计量

Abstract:

The present direction of arrival (DOA) estimation methods in impulsive noise are mostly based on the fractional lower order statistics, and the computational load is much heavier than the traditional methods based on the second-order moment. Utilizing the property of the impulsive noise, a new DOA estimation method is proposed. Firstly, the reference amplitude of the array receiving data is estimated, which is not influenced by the impulsive noise. Then, the data with amplitude higher than the reference amplitude is normalized. Finally, the common second-order moment method is exploited to estimate the DOAs. Theoretical analysis and simulation results show that the proposed method has small computational load, and is effective in the presence of strong impulsive noise.

Key words: direction of arrival estimation, impulsive noise, multiple signal classification algorithm, second-order moment, fractional lower order statistics

中图分类号:

TN911.7

刁鸣, 安春莲. 冲击噪声背景下的DOA估计新方法[J]. 北京邮电大学学报, 2013, 36(5): 99-104.

DIAO Ming, AN Chun-lian. A Novel DOA Estimation Method in Impulsive Noise[J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2013, 36(5): 99-104.

参考文献

[1] He Jin,Swamy M N S,Ahmad M O.Efficient application of MUSIC algorithm under the coexistence of far-field and near-field sources[J].IEEE Transactions on Signal Processing,2012,60(4): 2066-2070.

[2] Choi Y H.ESPRIT-based coherent source localization with forward and backward vectors[J].IEEE Transactions on Signal Processing,2010,58(12): 6416-6420.

[3] Lim C H,See S C M,Zoubir A M,et al.Robust adaptive trimming for high-resolution direction finding[J].IEEE Signal Processing Letters,2009,16(7): 580-583.

[4] Zhao Dayong,Gao Hongyuan,Diao Ming,et al.Direction finding of maximum likelihood algorithm using artificial bee colony in the impulsive noise[C]//IEEE Conference on Artificial Intelligence and Computational Intelligence.Sanya:[s.n.],2010: 102-105.

[5] Ma Xinya,Nikias C L.Joint estimation of time delay and frequency delay in impulsive noise using fractional lower order statistics[J].IEEE Transactions on Signal Processing,1996,44(11): 2669-2687.

[6] Liu T H,Jerry M.A subspace-based direction finding algorithm using fractional lower order statistics[J].IEEE Transactions on Signal Processing,2001,49(8): 1605-1613.

[7] Hari K V S,Lalitha V.Subspace-based DOA estimation using fractional lower order statistics[C]//IEEE Conference on Acoustics,Speech and Signal Processing.Prague: Czech Republic,2011: 2580-2583.

[8] Panagiotis T,Chrysostomos L N.The robust covariantion-based MUSIC (ROC-MUSIC) algorithm for bearing estimation in impulsive noise environments[J].IEEE Transactions on Signal Processing,1996,44(7): 1623-1633.

[9] 高洪元,刁鸣.重构分数低阶协方差的子空间拟合测向算法[J].电波科学学报,2009,24(4): 729-734.Gao Hongyuan,Diao Ming.Direction finding of signal subspace fitting algorithm based on reconstructed fractional lower order covariance[J].Chinese Journal of Radio Science,2009,24(4): 729-734.

[10] 何劲,刘中.冲击噪声环境中求根类DOA估计方法研究[J].系统工程与电子技术,2005,27(12): 2103-2106.He Jin,Liu Zhong.Research on rooting methods for DOA estimation in impulse noise environment[J].Systems Engineering and Electronics,2005,27(12): 2103-2106.

[11] Zhong Xionghu,Premkumar A B,Madhukumar A S.Direction of arrival tracking in impulsive noise using particle filtering with fractional lower order moment likelihood[C]//IEEE Conference on Information,Communication and Signal Processing.Singapore:,2011:1-5.

[12] 黄蕾,张曙.冲击噪声环境下的快速DOA估计[J].哈尔滨工程大学学报,2008,29(6): 599-603.Huang Lei,Zhang Shu.Fast DOA estimation in an impulsive noise environment[J].Journal of Harbin Engineering University,2008,29(6): 599-603.

[13] 何劲,刘中.利用分数低阶空时矩阵进行冲击噪声环境下的DOA估计[J].航空学报,2006,27(1): 104-108.He Jin,Liu Zhong.DOA estimation in impulsive noise environments using fractional lower order spatial temporal matrix[J].Acta Aeronautica ET Astronautica Sinica,2006,27(1): 104-108.

[14] 何劲,刘中.基于Screened Ratio原理的冲击噪声环境下DOA估计算法[J].电子与信息学报,2006,28(5): 875-878.He Jin,Liu Zhong.Screened-ratio-principle-based DOA estimation algorithm in impulsive noise environment[J].Journal of Electronics & Information Technology,2006,28(5): 875-878.

冲击噪声背景下的DOA估计新方法

A Novel DOA Estimation Method in Impulsive Noise

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