Fourier Analysis - Roger Ceschi - E-Book

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Roger Ceschi

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Beschreibung

This book aims to learn to use the basic concepts in signal processing. Each chapter is a reminder of the basic principles is presented followed by a series of corrected exercises. After resolution of these exercises, the reader can pretend to know those principles that are the basis of this theme. "We do not learn anything by word, but by example."

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Veröffentlichungsjahr: 2017

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Table of Contents

Cover

Title

Copyright

Preface

1 Fourier Series

1.1. Theoretical background

1.2. Exercises

1.3. Solutions to the exercises

2 Fourier Transform

2.1. Theoretical background

2.2. Exercises

2.3. Solutions to the exercises

3 Laplace Transform

3.1. Theoretical background

3.2. Exercise instruction

3.3. Solutions to the exercises

4 Integrals and Convolution Product

4.1. Theoretical background

4.2. Exercises

4.3. Solutions to the exercises

5 Correlation

5.1. Theoretical background

5.2. Exercises

5.3. Solutions to the exercises

6 Signal Sampling

6.1. Theoretical background

6.2. Exercises

6.3. Solutions to the exercises

Bibliography

Index

End User License Agreement

List of Tables

1 Fourier Series

Table 1.1. Recap of Fourier series formulas

2 Fourier Transform

Table 2.1. Fourier transform of common function

3 Laplace Transform

Table 3.1. Laplace transform of common function

List of Illustrations

1 Fourier Series

Figure 1.1. Periodic function

Figure 1.2. Physical spectrum and complex spectrum

Figure 1.3. Sinusoidal arc function

Figure 1.4. Trapezoid function

Figure 1.5. Saw tooth function

Figure 1.6. Exponential function.

Figure 1.7. Modulated Sinusoidal function

2 Fourier Transform

Figure 2.1. Plot of

Figure 2.2. Scale-change

Figure 2.3. Translation of the frequency scale

Figure 2.4. Ramp function

Figure 2.5. Derivative of the ramp function

Figure 2.6. Evolution following τ

Figure 2.7. Different forms of impulse

Figure 2.8. Derivatives of discontinuous functions

Figure 2.9. Linear function defined in parts and its derivatives

3 Laplace Transform

Figure 3.1. Periodic causal signal

Figure 3.2. Approximation of a step function

Figure 3.3. Approximation using line segments

4 Integrals and Convolution Product

Figure 4.1. Graphical representation of a convolution product

Figure 4.2. Outline of the convolution product

Figure 4.3. Unit step

Figure 4.4. Fourier transform of an eigenfunction

5 Correlation

Figure 5.1. Signal comparison

Figure 5.2. Graphical interpretation

6 Signal Sampling

Figure 6.1. Dirac comb function

Figure 6.2. Sampling principle

Figure 6.3. Spectrum of the sampled signal

Figure 6.4. Re-encountering the initial signal

Figure 6.5. Sample pulses

Figure 6.6. Finite width sampling

Figure 6.7. Sample and hold (S/H) sampling

Guide

Cover

Table of Contents

Begin Reading

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Fourier Analysis

Roger Ceschi

Jean-Luc Gautier

First published 2017 in Great Britain and the United States by ISTE Ltd and John Wiley & Sons, Inc.

Apart from any fair dealing for the purposes of research or private study, or criticism or review, as permitted under the Copyright, Designs and Patents Act 1988, this publication may only be reproduced, stored or transmitted, in any form or by any means, with the prior permission in writing of the publishers, or in the case of reprographic reproduction in accordance with the terms and licenses issued by the CLA. Enquiries concerning reproduction outside these terms should be sent to the publishers at the undermentioned address:

ISTE Ltd27-37 St George’s RoadLondon SW19 4EUUK

www.iste.co.uk

John Wiley & Sons, Inc.111 River StreetHoboken, NJ 07030USA

www.wiley.com

© ISTE Ltd 2017

The rights of Roger Ceschi, Jean-Luc Gautier to be identified as the authors of this work have been asserted by them in accordance with the Copyright, Designs and Patents Act 1988.

Library of Congress Control Number: 2016957604

British Library Cataloguing-in-Publication Data

A CIP record for this book is available from the British Library

ISBN 978-1-78630-109-3

Preface

This book is presented as a collection of exercises and their solutions that aim to help undergraduate and postgraduate students studying signal processing.

The exercises are originally from a book by B.P. Lathi entitled Signals, Systems and Communications, published by John Wiley.

In this book, we concern ourselves only with questions surrounding deterministic signals.

This book is not intended to be a lesson and thus we deemed it unnecessary to present all of the mathematical steps for demonstrating the solutions. We also intentionally ignored many of the inherent difficulties that stem from the formalism of the distributions we encounter.

We hope our mathematician readers understand some of the ambiguities or even uncertainties that may inevitably occur.

We highly encourage any readers interested in additional information and details surrounding the demonstrations to refer to the books included in the Bibliography.

Roger CESCHIJean-Luc GAUTIERNovember 2016