Title
Local frames and noise reduction
Abstract
In this paper we present a general approach to the discretization of analog signals and develop associated processing techniques for the suppression of noise. Based fundamentally on the theory of frames, our approach involves the specification and analysis of several operators including frame representation, correlation and localization operators. In terms of these operators, we develop theory for frame localization and iterative algorithms for the reconstruction of analog signals from their local, yet possibly perturbed, discrete representations. Our noise suppression technique is demonstrated numerically on noise corrupted time-frequency coherent signals using local nonorthogonal wavelet frames.
Year
DOI
Venue
1995
10.1016/0165-1684(95)00064-K
Signal Processing
Keywords
Field
DocType
FRAMES, LOCAL FRAMES, ITERATIVE RECONSTRUCTION, NOISE SUPPRESSION
Noise reduction,Iterative reconstruction,Signal processing,Discretization,Control theory,Algorithm,Electronic engineering,Operator (computer programming),Analog signal,Signal reconstruction,Mathematics,Wavelet
Journal
Volume
Issue
ISSN
45
3
0165-1684
Citations 
PageRank 
References 
2
1.18
3
Authors
2
Name
Order
Citations
PageRank
Anthony Teolis121.18
John J. Benedetto213216.90