Probability, Statistics, and Random Processes for Electrical Engineering - Couverture rigide

Leon-Garcia, Alberto

Couverture rigide

ISBN 10 : 0133356663 ISBN 13 : 9780133356663

Editeur : Pearson, 2022

A propos du livre

Quatrième de couverture

This book offers an interesting, straightforward introduction to probability and random processes. While helping readers to develop their problem-solving skills, the book enables them to understand how to make the transition from real problems to probability models for those problems. To keep users motivated, the author uses a number of practical applications from various areas of electrical and computer engineering that demonstrate the relevance of probability theory to engineering practice. Discrete-time random processes are used to bridge the transition between random variables and continuous-time random processes. Additional material has been added to the second edition to provide a more substantial introduction to random processes.

The book's first five chapters form the basis of a traditional, introduction to probability and random variables. In addition to the standard topics, it offers optional sections on modeling, computer methods, combinatories, reliability, and entropy. Chapters 4 through 9 can accommodate a one-semester senior/first-year graduate course on random processes and linear systems, as well as Markov chains and queuing theory. Additional coverage includes cyclostationary random processes, Fourier series and Karhunen-Loeve expansion, continuity, derivatives and integrals, amplitude modulation. Wiener and Kalman filters, and time reversed Markov chains.

Features

• Chapter overviews: brief introduction outlining chapter coverage and learning objectives.
• Chapter summaries: concise, easy-reference sections providing quick overviews of each chapter's major topics.
• Checklist of important terms.
• Annotated references: suggestions of timely resources for additional coverage of critical material.
• Numerous examples: a wide selection of fully worked-out real-world examples.
• Problems: over 700 in all.

Détails de l'édition

• Éditeur: Pearson
• Date d'édition: 2022
• ISBN 10: 0133356663
• ISBN 13: 9780133356663
• Reliure: Relié
• Langue: anglais
• Numéro d'édition: 4
• Nombre de pages: 650