FFT-based sonar array beamforming without corner turning

J. Barhen, T. Humble, M. Traweek
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引用次数: 1

Abstract

The concept of ldquocorner turningrdquo has been, for many decades, at the heart of array beamforming via Fourier transforms. As widely reported in the open literature (both for sonars and radars), corner turning operations in the computational sequence Lttemporal Fourier transforms rarr data cube corner turning rarr spatial Fourier transformsGt, constitute a major obstacle to achieve high-performance and lower power dissipation (by reducing the number memory accesses). To date, leading industry providers still include explicit corner turning stages in their computational flow architectures for multidimensional array processing. The emergence of ultra-low power multicore processors opens unprecedented opportunities for implementing sophisticated signal processing algorithms faster and within a much lower energy budget. In that context, the primary innovation reported in this paper addresses the development of a computational scheme that avoids altogether the corner turning stage. We discuss its implementation on an IBM Cell multicore processor (Sony PS3) and provide preliminary timing results.
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基于fft的无转角声纳阵波束形成
几十年来,拐角转换的概念一直是傅里叶变换阵列波束形成的核心。正如在公开文献(声纳和雷达)中广泛报道的那样,计算序列Lttemporal傅里叶变换rrr数据立方体拐角变换rrr空间傅里叶变换gt中的拐角变换操作构成了实现高性能和低功耗(通过减少内存访问次数)的主要障碍。迄今为止,领先的行业提供商仍然在其多维数组处理的计算流架构中包含明确的转弯阶段。超低功耗多核处理器的出现为在更低的能量预算下更快地实现复杂的信号处理算法提供了前所未有的机会。在这种情况下,本文报告的主要创新解决了一种完全避免转弯阶段的计算方案的发展。我们讨论了它在IBM Cell多核处理器(Sony PS3)上的实现,并提供了初步的时序结果。
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