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Effects of hydrophone gain errors and self-noise on the DOA performance

机译:水听器增益误差和自噪声对DOA性能的影响

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This paper studies the effects of hydrophone gain errors and self-noise on the direction-of-arrival (DOA) performance of three methods: the conventional beamforming (CBF) method, the minimum variance distortionless response (MVDR) method and the multiple signal classification (MUSIC) method. Simulations for a 16-hydrophone uniform circular array whose diameter is 2 m are provided in three different scenarios, in which the incident signal is supposed to be a narrow-band signal. The results show that both the gain errors and the self-noise make the main-lobes of the beam patterns wide and the side-lobes high, and the self-noise caused by data channels has less influence on the DOA performance than the gain errors caused by the external pressure. Experiments with a 16-hydrophone uniform circular array at a depth of 3500 m in the South China Sea show that the three methods cannot obtain the direction of a real target at a low signal to noise ratio (SNR) when two hydrophones have large self-noise. By contrast, when the amplitude of each channel signal is normalized individually, the direction of the real target can be estimated using the above-mentioned three methods. If gain errors of some hydrophones are large, amplitude normalization can eliminate the errors very well. Consequently, amplitude normalization can reduce the negative effects of hydrophone gain errors and self-noise and improve the DOA performance.
机译:本文研究了水听器增益误差和自噪声对三种方法的到达方向(DOA)性能的影响:常规波束成形(CBF)方法,最小方差无失真响应(MVDR)方法和多信号分类(MUSIC)方法。在三种不同的情况下,对直径为2 m的16个水听器均匀圆形阵列进行了仿真,其中入射信号被认为是窄带信号。结果表明,增益误差和自噪声都使波束方向图的主瓣变宽,旁瓣变高,而数据信道引起的自噪声对DOA性能的影响要小于增益误差。由外部压力引起。在南海以3500 m的深度使用16个水听器均匀圆形阵列进行的实验表明,当两个水听器具有较大的自噪比时,这三种方法都无法在低信噪比(SNR)下获得真实目标的方向。噪声。相反,当每个信道信号的幅度分别归一化时,可以使用上述三种方法来估计真实目标的方向。如果某些水听器的增益误差很大,则幅度归一化可以很好地消除误差。因此,幅度归一化可以减少水听器增益误差和自噪声的负面影响,并提高DOA性能。

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