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采用小波分析和TLS-ESPRIT的DOA估计算法
Alternative TitleJoint DOA Estiamtion Algorithm using Wavelet Analysis and TLS-ESPRIT
黄宇1; 柏正尧1; 黄振1; 董亮2
Source Publication计算机仿真(Computer Simulation)
2015-05
Volume32Issue:5Pages:209-212
ClassificationTN911.7
Contribution Rank第2完成单位
Indexed ByCSCD ; 核心
Keyword波达方向估计 低信噪比 小波分析 整体最小二乘的子空间旋转不变算法 性能比较
Abstract

在阵列信号精度优化算法的研究中,针对传统波达方向(Direction of Arrival,DOA)估计算法在低信噪比条件下性能表现不佳的问题,本文提出了一种采用小波分析与TLS-ESPRIT相结合的DOA估计联合算法。该算法首先对强噪声背景下阵列天线所接收的观测信号进行小波分析,选取高频小波系数置零的强制消噪方式进行降噪处理;继而将预处理后的观测矩阵用TLS-ESPRIT方法进行DOA估计。理论分析和仿真结果均表明:在相同快拍数和阵元数的情况下,较之传统的DOA估计方法,联合算法具有更低的信噪比门限,并且能实现更为准确的DOA估计。

Other Abstract

A joint algorithm of the direction of arrival (DOA) estimation using wavelet analysis and TLS-ESPRIT is proposed, which can improve the performance of the traditional DOA estimation algorithm under the condition of low signal-to-noise ratio (SNR). In this algorithm, the received signal corrupted by strong noise is first denoised by using the wavelet analysis. Then the DOA of the signals is estimated by using TLS-ESPRIT algorithm. The theoretical analysis and simulaation results verify that this approach attains more accurate DOA estimation with lower SNR than the method of traditional DOA estimation while it is unnecessary to increase the number of snapshots and array elements.

Funding Project国家自然科学基金[U1231122] ; 国家自然科学基金[11303094]
Funding Organization国家自然科学基金[U1231122, 11303094]
Language中文
Subject Area计算机科学技术
MOST Discipline Catalogue工学 ; 工学::计算机科学与技术(可授工学、理学学位)
ISSN1006-9348
CSCD IDCSCD:5435064
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ynao.ac.cn/handle/114a53/5689
Collection射电天文研究组
Affiliation1.云南大学信息学院, 云南, 昆明, 650091
2.中国科学院云南天文台, 云南, 昆明,650011
Recommended Citation
GB/T 7714
黄宇,柏正尧,黄振,等. 采用小波分析和TLS-ESPRIT的DOA估计算法[J]. 计算机仿真(Computer Simulation),2015,32(5):209-212.
APA 黄宇,柏正尧,黄振,&董亮.(2015).采用小波分析和TLS-ESPRIT的DOA估计算法.计算机仿真(Computer Simulation),32(5),209-212.
MLA 黄宇,et al."采用小波分析和TLS-ESPRIT的DOA估计算法".计算机仿真(Computer Simulation) 32.5(2015):209-212.
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