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DOA estimation based on fourth order cumulant beamforming for nonuniform linear array of DIFAR sonobuoys

机译:DIFAR声波浮标非均匀线性阵列基于四阶累积量波束形成的DOA估计

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摘要

The Directional Frequency Analysis and Recording (DIFAR) sonobuoy has been widely used in underwater target localization because it can capture more information than the Low Frequency Analysis and Recording (LOFAR) omnidirectional sonobuoy. Recently, array processing for fields of DIFAR sonobuoys has attracted considerable attention in order to enhance the direction of arrival (DOA) estimation performance and accuracy. DIFAR sonobuoys may become irregularly spaced due to the deployment method and the drift experienced once deployed, resulting in a nonuniform array. In this paper, we demonstrate the fourth-order cumulant beamforming (FOC-BF) technique to estimate the DOA for a nonuniform linear array of DIFAR sonobuoys. FOC-BF was compared with the conventional beamforming (CBF) through simulation works. The results show that FOC-BF provides better spatial spectrum with lower sidelobes than CBF. Furthermore, FOC-BF provides superior DOA estimation accuracy over CBF at very low signal to noise ratios (SNR).
机译:定向频率分析和记录(DIFAR)声纳浮标已被广泛用于水下目标定位,因为它比低频分析和记录(LOFAR)全向声纳浮标能够捕获更多信息。近来,用于DIFAR声波浮标的场的阵列处理已引起相当大的关注,以增强到达方向(DOA)估计性能和准确性。由于部署方法的不同,DIFAR声波浮标的间距可能会变得不规则,并且一旦部署就会​​经历漂移,从而导致阵列不均匀。在本文中,我们演示了四阶累积量波束成形(FOC-BF)技术来估计DIFAR声波浮标的非均匀线性阵列的DOA。通过仿真工作,将FOC-BF与常规波束成形(CBF)进行了比较。结果表明,与CBF相比,FOC-BF提供了更好的空间光谱,且旁瓣较低。此外,FOC-BF在非常低的信噪比(SNR)下提供了优于CBF的出色DOA估计精度。

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