Fundamentals of Digital Signal Processing

Using MATLAB

Robert J. Schilling, Sandra L. Harris

786 pages, parution le 23/09/2004

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Résumé

This innovative text and CD-ROM focuses on the fundamentals of digital signal processing with an emphasis on practical applications. In order to motivate students, many of the examples illustrate the processing of speech and music. This theme is also a focus of the course software that features facilities for recording and playing sound on a standard PC. The accompanying CD-ROM contains a comprehensive MATLAB software package called the Fundamentals of Digital Signal Processing (FDSP) toolbox. The FDSP toolbox includes chapter GUI modules, an extensive library of DSP functions, all computational examples that appear in the text, the text figures, solutions to selected problems, and online help documentation. Using the interactive GUI modules, students can explore, compare, and directly experience the effects of signal processing techniques without any need for programming.

The Fundamentals of Digital Signal Processing GUI modules and toolbox functions implement the signal processing techniques discussed in the chapters.
All of the course software( FDSP Toolbox), including examples, figures, solutions to selected problems, and online documentation, is easily accessed with a single menu-based driver module.
The course software uses the Student Version of MATLAB; no other optional toolboxes are required.
Each chapter starts with a "Motivation" section that introduces one or more practical problems that can be solved using techniques covered in the chapter.
Important terms with explicit definitions are set apart for convenient reference.
Key results are stated as theorems in order to highlight their significance.
Detailed algorithms summarize the steps used to implement important design procedures.
Numerous examples are provided, including techniques for synthesizing musical sounds, and methods for producing special sound effects.
Each chapter features a "Software Applications" section that introduces a GUI module that allows students to explore chapter concepts and techniques without any need for programming.
The "Software Applications" section also includes a detailed illustration of a MATLAB solution to a case study example of a practical application of signal processing.
Each chapter concludes with a wealth of homework problems of different types. "Analysis Problems" can be done by hand or with a calculator, "GUI Simulation Problems" allow the student to investigate signal processing techniques without programming, while "Computation Problems" require the student to write MATLAB programs that apply the signal processing techniques discussed in the chapter.

Sommaire

Signal Processing
Discrete-Time System Analysis
The DFT and Spectral Analysis
Convolution and Correlation
Filter Specifications and Structures
FIR Filter Design
Multirate Signal Processing
IIR Filter Design
Adaptive Signal Processing

A. Matlab
B. FDSP Toolbox
C. Transform Tables
D. Mathematical Identifies

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Caractéristiques techniques

	PAPIER
Éditeur(s)	Thomson
Auteur(s)	Robert J. Schilling, Sandra L. Harris
Parution	23/09/2004
Nb. de pages	786
Format	21 x 24
Couverture	Relié
Poids	1540g
Intérieur	Noir et Blanc
EAN13	9780534391508
ISBN13	978-0-534-39150-8