Frames, Riesz bases, and discrete Gabor/wavelet expansions

Authors
Citation
O. Christensen, Frames, Riesz bases, and discrete Gabor/wavelet expansions, B AM MATH S, 38(3), 2001, pp. 273-291
Citations number
51
Categorie Soggetti
Mathematics
Journal title
BULLETIN OF THE AMERICAN MATHEMATICAL SOCIETY
ISSN journal
02730979 → ACNP
Volume
38
Issue
3
Year of publication
2001
Pages
273 - 291
Database
ISI
SICI code
0273-0979(2001)38:3<273:FRBADG>2.0.ZU;2-E
Abstract
This paper is a survey of research in discrete expansions over the last 10 years, mainly of functions in L-2 (R). The concept of an orthonormal basis {f(n)}, allowing every function f is an element of L-2 (R) to be written f = Sigma c(n)f(n) for suitable coefficients {c(n)}, is well understood. In s eparable Hilbert spaces, a generalization known as frames exists, which sti ll allows such a representation. However, the coefficients {c(n)} are not n ecessarily unique. We discuss the relationship between frames and Riesz bas es, a subject where several new results have been proved over the last 10 y ears. Another central topic is the study of frames with additional structur e, most important Gabor frames (consisting of modulated and translated vers ions of a single function) and wavelets (translated and dilated versions of one function). Along the way, we discuss some possible directions for futu re research.