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Applied Fourier Analysis
From Signal Processing to Medical Imaging
Taschenbuch von Tim Olson
Sprache: Englisch

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Beschreibung
The first of its kind, this focused textbook serves as a self-contained resource for teaching from scratch the fundamental mathematics of Fourier analysis and illustrating some of its most current, interesting applications, including medical imaging and radar processing. Developed by the author from extensive classroom teaching experience, it provides a breadth of theory that allows students to appreciate the utility of the subject, but at as accessible a depth as possible. With myriad applications included, this book can be adapted to a one or two semester course in Fourier Analysis or serve as the basis for independent study.
Applied Fourier Analysis assumes no prior knowledge of analysis from its readers, and begins by making the transition from linear algebra to functional analysis. It goes on to cover basic Fourier series and Fourier transforms before delving into applications in sampling and interpolation theory, digital communications, radar processing, medi
cal imaging, and heat and wave equations. For all applications, ample practice exercises are given throughout, with collections of more in-depth problems built up into exploratory chapter projects. Illuminating videos are available on [...] and Link.[...] that present animated visualizations of several concepts.

The content of the book itself is limited to what students will need to deal with in these fields, and avoids spending undue time studying proofs or building toward more abstract concepts. The book is perhaps best suited for courses aimed at upper division undergraduates and early graduates in mathematics, electrical engineering, mechanical engineering, computer science, physics, and other natural sciences, but in general it is a highly valuable resource for introducing a broad range of students to Fourier analysis.
The first of its kind, this focused textbook serves as a self-contained resource for teaching from scratch the fundamental mathematics of Fourier analysis and illustrating some of its most current, interesting applications, including medical imaging and radar processing. Developed by the author from extensive classroom teaching experience, it provides a breadth of theory that allows students to appreciate the utility of the subject, but at as accessible a depth as possible. With myriad applications included, this book can be adapted to a one or two semester course in Fourier Analysis or serve as the basis for independent study.
Applied Fourier Analysis assumes no prior knowledge of analysis from its readers, and begins by making the transition from linear algebra to functional analysis. It goes on to cover basic Fourier series and Fourier transforms before delving into applications in sampling and interpolation theory, digital communications, radar processing, medi
cal imaging, and heat and wave equations. For all applications, ample practice exercises are given throughout, with collections of more in-depth problems built up into exploratory chapter projects. Illuminating videos are available on [...] and Link.[...] that present animated visualizations of several concepts.

The content of the book itself is limited to what students will need to deal with in these fields, and avoids spending undue time studying proofs or building toward more abstract concepts. The book is perhaps best suited for courses aimed at upper division undergraduates and early graduates in mathematics, electrical engineering, mechanical engineering, computer science, physics, and other natural sciences, but in general it is a highly valuable resource for introducing a broad range of students to Fourier analysis.
Über den Autor
Tim Olson is an Associate Professor of Mathematics at the University of Florida. His research focuses on applications of Fourier Analysis to medical imaging and radar processing, electromagnetics, and other related fields.
He is also an experienced fly-fisherman and a fishing guide in the rivers of Montana.
Zusammenfassung

Concise yet thorough overview provides self-contained introduction to theory

Covers a broad range of state-of-the-art applications in many disciplines, including medical imaging and radar processing

Abundant problems, exercises, and projects reinforce integration of theory with applications

Useful for both undergraduates and graduates in mathematics and engineering-related sciences

Adaptable to one and two semester courses and independent study

Inhaltsverzeichnis
Introduction: From Linear Algebra to Linear Analysis.- Basic Fourier Series.- The Discrete Fourier Transform.- The Fourier Transform.- Sampling and Interpolation.- Digital Communications.- Radar Processing.- Image Processing.- Medical Imaging.- Partial Differential Equations.
Details
Erscheinungsjahr: 2018
Fachbereich: Analysis
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 320
Inhalt: xvi
302 S.
8 s/w Illustr.
118 farbige Illustr.
302 p. 126 illus.
118 illus. in color.
ISBN-13: 9781493984718
ISBN-10: 1493984713
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Olson, Tim
Auflage: Softcover reprint of the original 1st ed. 2017
Hersteller: Springer US
Springer New York
Maße: 235 x 155 x 18 mm
Von/Mit: Tim Olson
Erscheinungsdatum: 30.08.2018
Gewicht: 0,487 kg
preigu-id: 115875103
Über den Autor
Tim Olson is an Associate Professor of Mathematics at the University of Florida. His research focuses on applications of Fourier Analysis to medical imaging and radar processing, electromagnetics, and other related fields.
He is also an experienced fly-fisherman and a fishing guide in the rivers of Montana.
Zusammenfassung

Concise yet thorough overview provides self-contained introduction to theory

Covers a broad range of state-of-the-art applications in many disciplines, including medical imaging and radar processing

Abundant problems, exercises, and projects reinforce integration of theory with applications

Useful for both undergraduates and graduates in mathematics and engineering-related sciences

Adaptable to one and two semester courses and independent study

Inhaltsverzeichnis
Introduction: From Linear Algebra to Linear Analysis.- Basic Fourier Series.- The Discrete Fourier Transform.- The Fourier Transform.- Sampling and Interpolation.- Digital Communications.- Radar Processing.- Image Processing.- Medical Imaging.- Partial Differential Equations.
Details
Erscheinungsjahr: 2018
Fachbereich: Analysis
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 320
Inhalt: xvi
302 S.
8 s/w Illustr.
118 farbige Illustr.
302 p. 126 illus.
118 illus. in color.
ISBN-13: 9781493984718
ISBN-10: 1493984713
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Olson, Tim
Auflage: Softcover reprint of the original 1st ed. 2017
Hersteller: Springer US
Springer New York
Maße: 235 x 155 x 18 mm
Von/Mit: Tim Olson
Erscheinungsdatum: 30.08.2018
Gewicht: 0,487 kg
preigu-id: 115875103
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