This revised and expanded monograph presents the general theory for
frames and Riesz bases in Hilbert spaces as well as its concrete
realizations within Gabor analysis, wavelet analysis, and generalized
shift-invariant systems. Compared with the first edition, more
emphasis is put on explicit constructions with attractive properties.
Based on the exiting development of frame theory over the last
decade, this second edition now includes new sections on the rapidly
growing fields of LCA groups, generalized shift-invariant systems,
duality theory for as well Gabor frames as wavelet frames, and open
problems in the field. Key features include: *Elementary
introduction to frame theory in finite-dimensional spaces * Basic
results presented in an accessible way for both pure and applied
mathematicians * Extensive exercises make the work suitable as a
textbook for use in graduate courses * Full proofs included in
introductory chapters; only basic knowledge of functional analysis
required * Explicit constructions of frames and dual pairs of frames,
with applications and connections to time-frequency analysis,
wavelets, and generalized shift-invariant systems * Discussion of
frames on LCA groups and the concrete realizations in terms of Gabor
systems on the elementary groups; connections to sampling theory *
Selected research topics presented with recommendations for more
advanced topics and further reading * Open problems to stimulate
further research An Introduction to Frames and Riesz Bases will be
of interest to graduate students and researchers working in pure and
applied mathematics, mathematical physics, and engineering.
Professionals working in digital signal processing who wish to
understand the theory behind many modern signal processing tools may
also find this book a useful self-study reference. Review of the
first edition: "Ole Christensen’s An Introduction to Frames and
Riesz Bases is a first-rate introduction to the field … . The book
provides an excellent exposition of these topics. The material is
broad enough to pique the interest of many readers, the included
exercises supply some interesting challenges, and the coverage
provides enough background for those new to the subject to begin
conducting original research." — Eric S. Weber, American
Mathematical Monthly, Vol. 112, February, 2005
Les mer
Produktdetaljer
ISBN
9783319256139
Publisert
2018
Utgave
2. utgave
Utgiver
Springer Nature
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter