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 :
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