scispace - formally typeset
Proceedings ArticleDOI

Fast interpolation of bandlimited functions

Reads0
Chats0
TLDR
This work extends a recent method for computing a periodized fast multipole method with an adaptive algorithm that reduces the required number of multipole-to-local and local- to-local translations by an order of magnitude, and results in an algorithm that is competitive with other nonuniform fast Fourier transforms.
Abstract
The nonuniform fast Fourier transform comprises a set of algorithms which approximately interpolate the usual discrete Fourier transform in the time and/or frequency domain. A nonuniform fast Fourier transform based on the fast multipole method was previously developed but passed over in favor of other approaches [1, 2]. This work extends a recent method for computing a periodized fast multipole method [3] with an adaptive algorithm that reduces the required number of multipole-to-local and local-to-local translations by an order of magnitude. This combination improves the speed and accuracy of the original algorithm, and results in an algorithm that is competitive with other nonuniform fast Fourier transforms. Numerical experiments are carried out comparing our implementation with others, demonstrating its viability.

read more

Citations
More filters
Journal ArticleDOI

Efficient simulation of non-stationary non-homogeneous wind field: Fusion of multi-dimensional interpolation and NUFFT

TL;DR: In this paper , a multi-dimensional interpolation is used to decouple the evolutionary spectra accompanied by the application of non-uniform FFT (NUFFT) to expedite the simulation.
Journal ArticleDOI

Towards an Improvement of Fourier Transform

TL;DR: A new Fourier transform which is called Non Uniform Fourier Transform (NUFT), which takes into consideration the change of point index, and the experimental results prove the effectiveness of the proposed descriptor.
Book ChapterDOI

Sampling Theory in a Fourier Algebra Setting

TL;DR: The Fourier algebra has been studied in a variety of function spaces, including bandlimited and bandpass sampling as discussed by the authors, and it has been shown that approximate sampling has a place in Fourier algebras.
Proceedings ArticleDOI

A Fast Algorithm for SAR Imaging of Ground Moving Target Based on TRP-DPT and NUFFT

TL;DR: In this article , a fast algorithm for SAR imaging of ground moving target based on time-reversal process (TRP), discrete polynomial phase transform (DPT), and non-uniform Fourier transform (NUFFT) is proposed.
References
More filters
Journal ArticleDOI

The NumPy Array: A Structure for Efficient Numerical Computation

TL;DR: In this article, the authors show how to improve the performance of NumPy arrays through vectorizing calculations, avoiding copying data in memory, and minimizing operation counts, which is a technique similar to the one described in this paper.
Journal ArticleDOI

The NumPy array: a structure for efficient numerical computation

TL;DR: This effort shows, NumPy performance can be improved through three techniques: vectorizing calculations, avoiding copying data in memory, and minimizing operation counts.
Journal ArticleDOI

A fast algorithm for particle simulations

TL;DR: An algorithm is presented for the rapid evaluation of the potential and force fields in systems involving large numbers of particles whose interactions are Coulombic or gravitational in nature, making it considerably more practical for large-scale problems encountered in plasma physics, fluid dynamics, molecular dynamics, and celestial mechanics.
Journal ArticleDOI

Nonuniform fast Fourier transforms using min-max interpolation

TL;DR: This paper presents an interpolation method for the nonuniform FT that is optimal in the min-max sense of minimizing the worst-case approximation error over all signals of unit norm and indicates that the proposed method easily generalizes to multidimensional signals.
Journal ArticleDOI

Calculation of a constant Q spectral transform

TL;DR: In this article, a constant Q transform with a constant ratio of center frequency to resolution has been proposed to obtain a constant pattern in the frequency domain for sounds with harmonic frequency components.
Related Papers (5)