声纳阵中单快照多目标DOA估计

Jiani Wu, C. Bao
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引用次数: 3

摘要

在声纳探测领域,水下目标到达方向估计最常用的方法是波束形成算法。然而,由于分辨率的瑞利极限,该方法不能有效地分辨一波束内的多个目标。在本文中,我们提出了一种使用单个快照来解析单个波束中的两个目标的DOA估计方法。首先建立了两个未解析目标的声纳阵回波模型。然后根据极大似然估计原理推导了一种改进的单脉冲估计方法。最后,通过不同信噪比、目标间角分离和目标间幅值差异情况下的对比实验,对该方法的性能进行了评价。仿真结果表明,该方法具有较小的估计误差和较强的对目标间振幅差的适应能力等优点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multiple target DOA estimation with single snapshot in sonar array
In the field of sonar detection, the most commonly used method for direction of arrival (DOA) estimation of underwater targets is the beamforming algorithm. However, due to the Rayleigh limit of resolution, this method cannot effectively resolve multiple targets within one beam. In this paper we propose a DOA estimation method using a single snapshot to resolve two targets in a single beam. We first establish an echo model of two unresolved targets with sonar array. Then we derive an improved monopulse method to estimate the DOA of the targets according to the maximum likelihood estimation principle. Finally, the performance of this method is evaluated by comparison experiments in the cases of varying SNR, inter-target angle separation and inter-target amplitude differences. The simulation results indicate that, method performs very well in many aspects, including smaller estimation error and enhanced adaptation to inter-target amplitude difference.
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