Probability and Random Processes for Electrical and Computer Engineers

2. Auflage 2011
ISBN: 978-1-4398-2698-0
Verlag: CRC Press

Buch, Englisch, 432 Seiten, Format (B × H): 183 mm x 260 mm, Gewicht: 1003 g

With updates and enhancements to the incredibly successful first edition, Probability and Random Processes for Electrical and Computer Engineers, Second Edition retains the best aspects of the original but offers an even more potent introduction to probability and random variables and processes. Written in a clear, concise style that illustrates the subject’s relevance to a wide range of areas in engineering and physical and computer sciences, this text is organized into two parts. The first focuses on the probability model, random variables and transformations, and inequalities and limit theorems. The second deals with several types of random processes and queuing theory.

New or Updated for the Second Edition:

- A short new chapter on random vectors that adds some advanced new material and supports topics associated with discrete random processes

- Reorganized chapters that further clarify topics such as random processes (including Markov and Poisson) and analysis in the time and frequency domain

- A large collection of new MATLAB®-based problems and computer projects/assignments

Each Chapter Contains at Least Two Computer Assignments

Maintaining the simplified, intuitive style that proved effective the first time, this edition integrates corrections and improvements based on feedback from students and teachers. Focused on strengthening the reader’s grasp of underlying mathematical concepts, the book combines an abundance of practical applications, examples, and other tools to simplify unnecessarily difficult solutions to varying engineering problems in communications, signal processing, networks, and associated fields.

Zielgruppe

Professionals and students working in electrical, computer, and aerospace engineering, as well as communications, signal processing, control systems, robotics and automation, circuits and devices, reliability, and neural networks

Autoren/Hrsg.

Therrien, Charles

Tummala, Murali

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Mathematik für Informatiker
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning
• Mathematik | Informatik Mathematik Stochastik Wahrscheinlichkeitsrechnung
• Mathematik | Informatik Mathematik Stochastik Stochastische Prozesse
• Technische Wissenschaften Technik Allgemein Mathematik für Ingenieure

Inhaltsverzeichnis

Part I: Probability and Random Variables

Introduction

The Probability Model

Random Variables and Transformations

Expectation, Moments, and Generating Functions

Two and More Random Variables

Inequalities, Limit Theorems, and Parameter Estimation

Random Vectors

Part II: Introduction to Random Processes

Random Processes

Random Signals in the Time Domain

Random Signals in the Frequency Domain

Markov, Poisson, and Queueing Processes

Appendices

Über Autor(innen)

Charles W. Therrien was born in Pittsfield, Massachusetts. He received both undergraduate and graduate (MS, Ph.D) degrees in electrical engineering from MIT. He was a member of the technical staff at Lincoln Laboratory from 1971 to 1984 and then moved to the Naval Postgraduate School in Monterey, California. During his more than 20 years there, he taught courses in systems and signal processing and authored three books, as well as numerous papers, in these areas.

Murali Tummala is a professor in the department of electrical and computer engineering in the Graduate School of Engineering and Applied Sciences at the Naval Postgraduate School in Monterey, California. Since 1986, he has taught and conducted research there in the areas of computer networks and signal processing systems. He received his Ph.D from India Institute of Technology, Bombay in 1984.