Probability and Random Processes

With Applications to Signal Processing and Communications

Scott L. Miller, Donald Childers

536 pages, parution le 02/11/2004

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Résumé

Miller and Childers Probability and Random Processes provides the reader with the tools and skills needed to solve problems. It provides enough depth to equip graduate students and professionals with the necessary tools to study modern communication systems, control systems, signal processing techniques, and many other applications, but the concepts are explained in a clear and simple manner that makes the text accessible to undergraduates as well. The book also contains an entire chapter devoted to simulations which have become an integral part of both academic and industrial research and development.

Features :

Features real-world applications in digital communications, information theory, coding theory, image processing, speech analysis, synthesis and recognition, and others
Clearly presents concepts through exceptional exposition and numerous worked-out problems
Includes MATLAB exercises and applications throughout the text; other software may also be used

Sommaire

Introduction
Introduction to Probability Theory
Random Variables, Distributions, and Density Functions
Operations on a Single Random Variables
Multiple Random Variables
Random Sequences and Series
Random Processes
Power Spectral Density
Random Processes in Linear Systems
Simulation Techniques
Appendices

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Caractéristiques techniques

	PAPIER
Éditeur(s)	Academic Press
Auteur(s)	Scott L. Miller, Donald Childers
Parution	02/11/2004
Nb. de pages	536
Format	19,5 x 24
Couverture	Relié
Poids	1000g
Intérieur	Noir et Blanc
EAN13	9780121726515
ISBN13	978-0-12-172651-5