DocumentCode
10410
Title
FFT Interpolation From Nonuniform Samples Lying in a Regular Grid
Author
Selva, J.
Author_Institution
Dept. of Phys., Syst. Eng. & Signal Theor. (DFISTS), Univ. of Alicante, Alicante, Spain
Volume
63
Issue
11
fYear
2015
fDate
1-Jun-15
Firstpage
2826
Lastpage
2834
Abstract
This paper presents a method to interpolate a periodic band-limited signal from its samples lying at nonuniform positions in a regular grid, which is based on the FFT and has the same complexity order as this last algorithm. This kind of interpolation is usually termed “the missing samples problem” in the literature, and there exists a wide variety of iterative and direct methods for its solution. The one presented in this paper is a direct method that exploits the properties of the so-called erasure polynomial and provides a significant improvement on the most efficient method in the literature, which seems to be the burst error recovery (BER) technique of Marvasti´s The paper includes numerical assessments of the method´s stability and complexity.
Keywords
fast Fourier transforms; interpolation; iterative methods; numerical stability; polynomials; signal sampling; BER technique; FFT Interpolation; burst error recovery technique; erasure polynomial; iterative method; missing sample problem; numerical assessment; periodic band-limited signal sampling; stability; Bit error rate; Complexity theory; Discrete Fourier transforms; Polynomials; Signal processing; Standards; Vectors; FFT; Nonuniform sampling; missing samples; trigonometric interpolation;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2015.2419178
Filename
7076647
Link To Document