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An Introduction to Frames and Riesz Bases
Buch von Ole Christensen
Sprache: Englisch

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Beschreibung
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
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
Über den Autor
Ole Christensen is a Professor at Technical University of Denmark in the Department of Applied Mathematics and Computer Science. His research interests include harmonic analysis, frame expansions, wavelets, and Gabor systems.
Zusammenfassung

Extensive and updated exercises included at the end of every chapter

Selected research topics presented with recommendations for more advanced topics and further reading

Basic results presented in an accessible way for both pure and applied mathematicians

Full proofs included in introductory chapters; only basic knowledge of functional analysis required

Includes supplementary material: [...]

Inhaltsverzeichnis
Frames in Finite-dimensional Inner Product Spaces.- Infinite-dimensional Vector Spaces and Sequences.- Bases.- Bases and their Limitations.- Frames in Hilbert Spaces.- Tight Frames and Dual Frame Pairs.- Frames versus Riesz Bases.- Selected Topics in Frame Theory.- Frames of Translates.- Shift-Invariant Systems in l2(R).- Gabor Frames in L2(R).- Gabor Frames and Duality.- Selected Topics on Gabor Frames.- Gabor Frames in ¿2(Z),L2(0,L),CL.- General Wavelet Frames in L2(R).- Dyadic Wavelet Frames for L2(R).- Frame Multiresolution Analysis.- Wavelet Frames via Extension Principles.- Selected Topics on Wavelet Frames.- Generalized Shift-Invariant Systems in L2(Rd).- Frames on Locally Compact Abelian Groups.- Perturbation of Frames.- Approximation of the Inverse Frame Operator.- Expansions in Banach Spaces. Appendix.
Details
Erscheinungsjahr: 2016
Fachbereich: Analysis
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 732
Reihe: Applied and Numerical Harmonic Analysis
Inhalt: xxv
704 S.
12 s/w Illustr.
5 farbige Illustr.
5 farbige Tab.
704 p. 17 illus.
5 illus. in color.
ISBN-13: 9783319256115
ISBN-10: 3319256114
Sprache: Englisch
Herstellernummer: 978-3-319-25611-5
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Autor: Christensen, Ole
Auflage: 2nd ed. 2016
Hersteller: Springer International Publishing
Applied and Numerical Harmonic Analysis
Maße: 241 x 160 x 45 mm
Von/Mit: Ole Christensen
Erscheinungsdatum: 03.06.2016
Gewicht: 1,25 kg
preigu-id: 104210232
Über den Autor
Ole Christensen is a Professor at Technical University of Denmark in the Department of Applied Mathematics and Computer Science. His research interests include harmonic analysis, frame expansions, wavelets, and Gabor systems.
Zusammenfassung

Extensive and updated exercises included at the end of every chapter

Selected research topics presented with recommendations for more advanced topics and further reading

Basic results presented in an accessible way for both pure and applied mathematicians

Full proofs included in introductory chapters; only basic knowledge of functional analysis required

Includes supplementary material: [...]

Inhaltsverzeichnis
Frames in Finite-dimensional Inner Product Spaces.- Infinite-dimensional Vector Spaces and Sequences.- Bases.- Bases and their Limitations.- Frames in Hilbert Spaces.- Tight Frames and Dual Frame Pairs.- Frames versus Riesz Bases.- Selected Topics in Frame Theory.- Frames of Translates.- Shift-Invariant Systems in l2(R).- Gabor Frames in L2(R).- Gabor Frames and Duality.- Selected Topics on Gabor Frames.- Gabor Frames in ¿2(Z),L2(0,L),CL.- General Wavelet Frames in L2(R).- Dyadic Wavelet Frames for L2(R).- Frame Multiresolution Analysis.- Wavelet Frames via Extension Principles.- Selected Topics on Wavelet Frames.- Generalized Shift-Invariant Systems in L2(Rd).- Frames on Locally Compact Abelian Groups.- Perturbation of Frames.- Approximation of the Inverse Frame Operator.- Expansions in Banach Spaces. Appendix.
Details
Erscheinungsjahr: 2016
Fachbereich: Analysis
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 732
Reihe: Applied and Numerical Harmonic Analysis
Inhalt: xxv
704 S.
12 s/w Illustr.
5 farbige Illustr.
5 farbige Tab.
704 p. 17 illus.
5 illus. in color.
ISBN-13: 9783319256115
ISBN-10: 3319256114
Sprache: Englisch
Herstellernummer: 978-3-319-25611-5
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Autor: Christensen, Ole
Auflage: 2nd ed. 2016
Hersteller: Springer International Publishing
Applied and Numerical Harmonic Analysis
Maße: 241 x 160 x 45 mm
Von/Mit: Ole Christensen
Erscheinungsdatum: 03.06.2016
Gewicht: 1,25 kg
preigu-id: 104210232
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