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Wavefield modeling and array processing .II. Algorithms

机译:波场建模和阵列处理。演算法

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For pt.I see ibid. vol.42, no.10, p.2549, 1994. We present several novel algorithms for array processing, as well as extensions of existing methods based on this approach. We first consider the problem of localization of wideband sources via coherent processing, and show how wavefield modeling enables us to derive expressions for the frequency transformation (focusing) matrices. This method is extended to three dimensions and to sector processing. We then develop computationally efficient implementations of MUSIC and Root-MUSIC for the narrowband and the coherent and incoherent wideband cases, as well as a natural extension of Root-MUSIC to any 2-D array. In addition, wavefield modeling allows us for the first time to extend Root-MUSIC to 3-D arrays and wavefields. We also present a low complexity variant of Root-MUSIC for direction finding within a limited angular sector. Finally, we derive a low-dimensional sufficient statistic and reduced rank processing schemes for the case of oversampled arrays and/or limited angular sector scenarios.
机译:对于pt,我见同上。第42卷第10期,第2549页,1994年。我们提出了几种新颖的数组处理算法,以及基于此方法的现有方法的扩展。我们首先考虑通过相干处理来定位宽带源的问题,并展示波场建模如何使我们能够导出频率变换(聚焦)矩阵的表达式。此方法扩展到三个维度和扇区处理。然后,我们针对窄带以及相干和非相干宽带情况开发MUSIC和Root-MUSIC的高效计算实现,并将Root-MUSIC自然扩展到任何二维阵列。此外,波场建模使我们首次将Root-MUSIC扩展到3-D阵列和波场。我们还提出了Root-MUSIC的一种低复杂度变体,用于在有限的角度扇区内找到方向。最后,对于过采样阵列和/或有限角度扇区的情况,我们得出了一个低维的足够统计量和降秩处理方案。

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