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首页> 外文期刊>Eurasip Journal on Wireless Communications and Networking >Matched steering?vector searching based direction-of-arrival estimation using acoustic vector sensor array
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Matched steering?vector searching based direction-of-arrival estimation using acoustic vector sensor array

机译:匹配的转向?矢量搜索基于声学矢量传感器阵列的到达方向估计

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Abstract The acoustic vector sensor (AVS) array is a powerful tool for underwater target’s direction-of-arrival (DOA) estimation without any bearing ambiguities. However, traditional DOA estimation algorithms generally suffer from low signal-to-noise ratio (SNR) as well as snapshot deficiency. By exploiting the properties of the minimum variance distortionless response (MVDR) beamformer, a new DOA estimation method basing on matched steering vector searching is proposed in this article. Firstly, attain the rough estimate of the desired DOA using the traditional algorithms. Secondly, set a small angular interval around the crudely estimated DOA. Thirdly, make the view direction vary in the view interval, and for each view direction, calculate the beam amplitude response of the MVDR beamformer, and find the minimum of the amplitude response. Finally, the pseudo-spatial spectrum is achieved, and the accurate estimate of the desired DOA can be obtained through peak searching. Computer simulations verify that the proposed method is efficient in DOA estimation, especially in low SNR and insufficient snapshot data scenarios.
机译:摘要声学矢量传感器(AVS)阵列是一个强大的水下目标达到(DOA)估计的强大工具,没有任何轴承歧义。然而,传统的DOA估计算法通常遭受低信噪比(SNR)以及快照缺陷。通过利用最小方差无失真响应(MVDR)波束形成器的性质,在本文中提出了一种基于匹配的转向向量搜索的新DOA估计方法。首先,使用传统算法达到所需DOA的粗略估计。其次,在粗略估计的DOA周围设定小角间隔。第三,使视图方向在视图间隔中变化,并且对于每个视图方向,计算MVDR波束形成器的光束幅度响应,并找到幅度响应的最小值。最后,实现了伪空间谱,通过峰值搜索可以获得所需DOA的精确估计。计算机仿真验证了所提出的方法在DOA估计中有效,尤其是低SNR和不足的快照数据场景。

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