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基于非均匀快速傅里叶变换的稀疏孔径加速近场算法

Accelerated near-field algorithm of sparse apertures by non-uniform fast Fourier transform.

作者信息

Wang Siran, Li Zhiping, Wu Jianhua, Wang Zhengpeng

出版信息

Opt Express. 2019 Jul 8;27(14):19102-19118. doi: 10.1364/OE.27.019102.

Abstract

We present an accelerated algorithm for calculating the near-field of non-uniform sparse apertures with non-uniform fast Fourier transform (NUFFT). The distances of the adjacent units in non-uniform sparse apertures are unequal and larger than half a wavelength. The near-field of apertures can be calculated by the angular spectrum method and the convolution methods, and according to the different convolution kernels, the convolution methods can be divided as the Fresnel kernel convolution and the Rayleigh-Sommerfeld kernel convolution. The Fresnel kernel is the approximation of the Rayleigh-Sommerfeld kernel in the far regions of the near-field zone. In uniform apertures, the three methods can be accelerated by fast Fourier transform (FFT). However, FFT should be replaced by NUFFT for non-uniform sparse apertures. The simulation results reveal that the Rayleigh-Sommerfeld convolution with NUFFT (RS-NUFFT) can be applied to all aperture sizes, distributions and near-field distances. After investigating the error sources in RS-NUFFT, the techniques (padding zeros for apertures, increasing sampling rate for the convolution kernel) are developed for increasing the calculation accuracy of RS-NUFFT.

摘要

我们提出了一种利用非均匀快速傅里叶变换(NUFFT)计算非均匀稀疏孔径近场的加速算法。非均匀稀疏孔径中相邻单元的间距不相等且大于半波长。孔径的近场可以通过角谱法和卷积法来计算,根据不同的卷积核,卷积法可分为菲涅耳核卷积和瑞利 - 索末菲核卷积。菲涅耳核是近场区域远区瑞利 - 索末菲核的近似。在均匀孔径中,这三种方法可以通过快速傅里叶变换(FFT)加速。然而,对于非均匀稀疏孔径,FFT应被NUFFT取代。仿真结果表明,带有NUFFT的瑞利 - 索末菲卷积(RS - NUFFT)可应用于所有孔径尺寸、分布和近场距离。在研究了RS - NUFFT中的误差源后,开发了一些技术(对孔径填充零、提高卷积核的采样率)以提高RS - NUFFT的计算精度。

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