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Broadband matched-field processing: coherent and incoherent approaches

机译:宽带匹配场处理:相干和不相干方法

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摘要

Matched-field based methods always involve the comparison of the output of a physical model and the actual data. The method of comparison and the nature of the data varies according to the problem at hand, but the result becomes always largely conditioned by the accurateness of the physical model and the amount of data available. The usage of broadband methods has become a widely used approach to increase the amount of data and to stabilize the estimation process. Due to the difficulties to accurately predict the phase of the acoustic field the problem whether the information should be coherently or incoherently combined across frequency has been an open debate in the last years. This paper provides a data consistent model for the observed signal, formed by a deterministic channel structure multiplied by a perturbation random factor plus noise. The cross-frequency channel structure and the decorrelation of the perturbation random factor are shown to be the main causes of processor performance degradation. Different Bartlett processors, such as the incoherent processor [Baggeroer et al., J. Acoust. Soc. Am. 80, 571-587 (1988)], the coherent normalized processor [Z.-H. Michalopoulou, IEEE J. Ocean Eng. 21, 384-392 (1996)] and the matched-phase processor [Orris et al., J. Acoust. Soc. Am. 107, 2563-2375 (2000)], are reviewed and compared to the proposed cross-frequency incoherent processor. It is analytically shown that the proposed processor has the same performance as the matched-phase processor at the maximum of the ambiguity surface, without the need for estimating the phase terms and thus having an extremely low computational cost. (C) 2003 Acoustical Society of America.
机译:基于匹配字段的方法始终涉及对物理模型输出和实际数据进行比较。比较方法和数据的性质会根据当前的问题而有所不同,但是结果总是在很大程度上取决于物理模型的准确性和可用数据量。宽带方法的使用已成为一种广泛使用的方法,以增加数据量并稳定估计过程。由于难以准确地预测声场的相位,因此在过去的几年中,信息在整个频率范围内是相干还是不相干的问题一直是一个公开辩论。本文为确定信号的通道提供了数据一致性模型,该模型由确定性通道结构乘以扰动随机因子加噪声形成。跨频信道结构和扰动随机因子的去相关被表明是处理器性能下降的主要原因。不同的Bartlett处理器,例如非相干处理器[Baggeroer等,J。Acoust。 Soc。上午。 80,571-587(1988)],相干标准化处理器[Z.-H. Michalopoulou,IEEE J.海洋工程。 21,384-392(1996)]和匹配相位处理器[Orris et al。,J. Acoust。 Soc。上午。 107,2563-2375(2000)],并与提出的交叉频率非相干处理器进行了比较。分析地表明,所提出的处理器在最大模糊度表面上具有与匹配相位处理器相同的性能,而无需估计相位项,因此具有极低的计算成本。 (C)2003年美国声学学会。

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    Soares C.; Jesus S. M.;

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  • 年度 2003
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