极坐标下改进的快速傅里叶变换

Mankun Xu, X. Ping
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引用次数: 1

摘要

近40年来,天线、图像配准、层析成像等领域对极坐标下的离散傅里叶变换(DFT)的计算问题给予了极大的关注。等。与DFT不同,离散极傅里叶变换(DPFT)不具有X-Y可分性,不能通过快速傅里叶变换(FFT)直接计算。针对二维实际阵列数据,提出了一种改进的快速DPFT算法。该算法利用了移位离散傅里叶变换(SDFT)和chirp-Z变换(CZT)的特性,大大降低了整体的计算复杂度,更适合仅进行一维计算的实时应用。实验结果证明了该方法的适用性和良好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An improved fast Fourier transform in polar coordinate system
The problem of calculating the discrete Fourier transform (DFT) acquired in polar coordinate system has been given considerable attention in many fields during the last 40 years such as antenna, image registration, tomography. etc. Unlike DFT, the discrete polar Fourier transform (DPFT) has no X-Y separability and can't be directly computed by fast Fourier transform (FFT). This paper proposes an improved fast DPFT algorithm aiming at 2D real array data. By utilizing the properties of the shift discrete Fourier transform (SDFT) and the chirp-Z transform (CZT), the algorithm's overall computational complexity is significantly decreased and is more suitable for real-time applications by only 1D calculations. The experimental results demonstrate the applicability and good performance of this approach.
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