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基于多级维纳滤波器的声矢量阵空间谱估计算法
引用本文:张柯,程菊明,付进.基于多级维纳滤波器的声矢量阵空间谱估计算法[J].兵工学报,2015,36(11):2128-2134.
作者姓名:张柯  程菊明  付进
作者单位:(1.许昌学院 信息工程学院, 河南 许昌 461000; 2.哈尔滨工程大学 水声工程学院, 黑龙江 哈尔滨 150001)
基金项目:国家自然科学基金,黑龙江省普通高等学校青年学术骨干支持计划项目
摘    要:针对传统的声矢量阵高分辨空间谱估计(来波方向估计)算法运算量大、不易于工程实现的问题,提出一种基于多级维纳滤波器(MSWF)的声矢量阵快速来波方向估计算法,即V-MSWF算法,选取声矢量阵参考阵元声压通道的输出作为期望信号,通过MSWF的递推运算得到信号子空间。通过计算机仿真及消声水池实验对V-MSWF算法的性能进行了验证。结果表明,V-MSWF算法无需计算阵列协方差矩阵及特征值分解运算,在高信噪比条件下,具有良好的来波方向估计性能。

关 键 词:声学    阵列信号处理    来波方向估计    声矢量阵    多级维纳滤波器  
收稿时间:2015-04-16

DOA Estimation of Acoustic Vector Sensor Array Based on Multi-stage Wiener Filter
ZHANG Ke,CHENG Ju-ming,FU Jin.DOA Estimation of Acoustic Vector Sensor Array Based on Multi-stage Wiener Filter[J].Acta Armamentarii,2015,36(11):2128-2134.
Authors:ZHANG Ke  CHENG Ju-ming  FU Jin
Affiliation:(1.School of Information Engineering,Xuchang University, Xuchang 461000, Henan, China;2.College of Underwater Acoustic Engineering, Harbin Engineering University, Harbin 150001, Heilongjiang, China)
Abstract:Traditional high-resolution DOA estimation algorithm for acoustic vector sensor array(AVSA) is computational intensive and difficult to realize in engineering. To solve this problem, a fast DOA estimation algorithm based on MSWF is proposed, which is also called V-MSWF. V-MSWF algorithm selects an output from sound pressure channel of reference array element of AVSA as its desired signal. The signal subspace can be achieved by MSWF recursively. V-MSWF algorithm does not need to calculate cross-covariance matrix and eigen-decomposition. It has a good performance for DOA estimation at high SNR. Computer simulation and experiment in anechoic water tank show the favorable performance of V-MSWF algorithm.
Keywords:acoustics  array signal processing  DOA estimation  acoustic vector sensor array  multistage Wiener filter
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