Mathematical Signal Processing
A Visual Approach using MATLAB
Chapman & Hall/CRC (Publisher)
1st Edition
Will be published approx. on 31. August 2035
Book
Hardback
448 pages
978-1-4987-5584-9 (ISBN)
Description
This book is intended to be used both by undergraduate and graduate students with an interest in signal processing and
applications of Fourier Analysis. The book describes Signal Processing from a formal viewpoint.The mathematical tools used are
Fourier Analysis and the Karhunen-Loève theorem. Other contents required to formally define the Fourier transform or the
Karhunen-Loève expansion are also treated, such as Measure Theory, Functional Analysis, Operator Theory, Probability Theory
and Matrix Theory to mention a few. Practical examples are also given using MATLAB.
applications of Fourier Analysis. The book describes Signal Processing from a formal viewpoint.The mathematical tools used are
Fourier Analysis and the Karhunen-Loève theorem. Other contents required to formally define the Fourier transform or the
Karhunen-Loève expansion are also treated, such as Measure Theory, Functional Analysis, Operator Theory, Probability Theory
and Matrix Theory to mention a few. Practical examples are also given using MATLAB.
More details
Language
English
Place of publication
Oxford
United States
Publishing group
Taylor & Francis Inc
Target group
College/higher education
Illustrations
75 s/w Abbildungen
75 Illustrations, black and white
Dimensions
Height: 234 mm
Width: 156 mm
ISBN-13
978-1-4987-5584-9 (9781498755849)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Classification
Persons
Author
UCM, Spain
Complutense University of Madrid, Spain
Complutense University of Madrid, Spain
Content
Introduction. Signals. Measure spaces and integration. Hilbert spaces. The Discrete Fourier Transform (DFT) and the Fast Fourier
Transform (FFT). The Fourier Transform. Sampling. Generalized Functions. Stochastic Processes. Filters. Matrices.
Operators on a Hilbert Space. The Karhunen-Loeve (KL) expansion.
Transform (FFT). The Fourier Transform. Sampling. Generalized Functions. Stochastic Processes. Filters. Matrices.
Operators on a Hilbert Space. The Karhunen-Loeve (KL) expansion.