Digital Signal Processing With Matlab Examples: Model-based Actions and Sparse Representation - Couverture rigide

Livre 112 sur 180: Signals and Communication Technology

Giron-Sierra, Jose Maria

 
9789811025396: Digital Signal Processing With Matlab Examples: Model-based Actions and Sparse Representation
Couverture rigide
ISBN 10 : 9811025398 ISBN 13 : 9789811025396
Editeur : Springer Verlag, Singapore, 2016

Synopsis

This is the third volume in a trilogy on modern Signal Processing. The three books provide a concise exposition of signal processing topics, and a guide to support individual practical exploration based on MATLAB programs.

This book includes MATLAB codes to illustrate each of the main steps of the theory, offering a self-contained guide suitable for independent study. The code is embedded in the text, helping readers to put into practice the ideas and methods discussed.

The book primarily focuses on filter banks, wavelets, and images. While the Fourier transform is adequate for periodic signals, wavelets are more suitable for other cases, such as short-duration signals: bursts, spikes, tweets, lung sounds, etc. Both Fourier and wavelet transforms decompose signals into components. Further, both are also invertible, so the original signals can be recovered from their components. Compressedsensing has emerged as a promising idea. One of the intended applications is networked devices or sensors, which are now becoming a reality; accordingly, this topic is also addressed. A selection of experiments that demonstrate image denoising applications are also included. In the interest of reader-friendliness, the longer programs have been grouped in an appendix; further, a second appendix on optimization has been added to supplement the content of the last chapter.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Prof. Jose M. Giron-Sierra was born in Valladolid, Spain. He receive his Ph.D. in Physics in 1978, Universidad Complutense de Madrid, Spain. Prof. Giron-Sierra wrote more than 160 publications in various international journals. He is IEEE, AIAA, and Eurosim member and belongs to two IFAC Technical Committees.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer Verlag, Singapore
Date d'édition
2016
Langue
anglais
ISBN 10 
9811025398
ISBN 13 
9789811025396
Reliure
Relié
Numéro d'édition
1
Nombre de pages
431
Coordonnées du fabricant
non disponible
Personne responsable
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Autres éditions populaires du même titre

9789811096440: Digital Signal Processing with Matlab Examples, Volume 3: Model-Based Actions and Sparse Representation

Edition présentée

ISBN 10 :  9811096449 ISBN 13 :  9789811096440
Editeur : Springer, 2018
Couverture souple