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ABOUT THE BOOK Probability, Random Variables and Random Signal Principles offers clear and concise coverage of theories of probability, random variables, and random signals, including the response of linear networks to random waveforms for the junior-senior level course in electrical engineering. The book offers a careful, logical organization which stresses fundamentals and includes almost 900 student exercises and abundant practical applications for engineers to understand probability concepts. The new edition sought to provide better integration of the material covering continuous and discrete time process, by presenting the material in parallel as much as possible. This should enable the student to better appreciate the similarities and differences between the same concepts when applied to continuous time and discrete time processes. This edition features: Digital Topics: Discussion on the continuous-time and discrete-time is clearly differentiated in Chapter 8. The discrete-time material retains the coverage of sampling theorems (baseband and bandpass) for random processes as a foundation for the DT material. Correlation functions and power spectrums for these processes, which are developed and connected through the sampling theorems and the DT Fourier transforms, are covered in Chapters 7 and 8, with some introduction in sections 6.1-6.3. The structure of linear DT digital systems is developed in both the sequence and transform domains. Problems: End of chapter problems have been combined into a single list with numbering that corresponds to the chapter's section to which the problems mainly apply. Starred sections: The level of coverage of the material is intended for a typical undergraduate program. However a small amount of more advanced material has been scattered throughout the book to serve as stimulation for the more advanced student or for schools using the book at a higher level. These sections are indicated by a star (*). MATLAB-based examples and problems: They have been integrated into the text in key places (indicated by a computer icon). NEW TO THIS EDITION The discussions of complex valued random variables and random processes in Chapters 5-7 have been updated to include a description of the pseudo-variance and pseudo-covariance. Chapter 6 was reorganized to separate the discussions of the concepts of distributions and moments, stationarity, and ergodicity into separate sections, and reordered the presentation. In Chapter 7, the coverage of power spectrum for discrete time processes was brought forward and updated. New examples have also been introduced in Chapters 6 and 7 to better illustrate discrete time processes. Chapter 8 has been restructured to present the introductory concepts of continuous-time and discrete-time linear systems simultaneously. The book has a Companion Website (www.mheducation.asia/olc/peebles) that includes a downloadable version of the solutions manual for students and instructors as well as JPEG files of the book's figures for instructors.
- Sales Rank: #6914974 in Books
- Published on: 2015-02-01
- Dimensions: 10.04" h x .79" w x 7.95" l, 2.09 pounds
- Binding: Paperback
- 536 pages
About the Author
Peyton Peebles. Profesor Emerito de Ingenieria Electrica e Informatica. Universidad de Florida
Most helpful customer reviews
1 of 1 people found the following review helpful.
Great on review; terrible in introducing the target subject matter
By Jordan McBain
This book is simply "okay." It is formatted nicely and easy to look at. The first few chapters on the review of statistics is generally nice (and even led me to question the negative reviews from others until I progressed further).
Mid-way through Chapter 6, just about when stationarity is introduced, the text becomes useless to anyone who is not familiar with the subject matter. Intuition is none-existent in the topics presented - to the extent that I was confused by the presentation of subjects that I was already strong with.
I am told Gardner's book is an excellent book with deep intuition; I have ordered it and will read it with the possibility of returning to peebles after I have a much better idea of what's going on.
5 of 6 people found the following review helpful.
A bad book to start with..
By Shanmuga
This book though looks simple and pretends to present concepts in a lucid manner, does not match international standards. Very few examples are present with less/no illustrations. I struggled with this book for almost 2 years to understand the concepts as this book was the only popular book in my UG college and was readily available in our library. It has ideally no practical examples which can easily discourage reader. After reading contemporary books from Prof Roy Yates and Prof Leon-Garcia, I could do little favor for this book by giving 1 star.
However, one who is already thorough with concepts can use this book for revision. There is a huge element of risk involved in starting with this book to learn probability concepts.
10 of 11 people found the following review helpful.
4.5 stars as an undergraduate textbook for EE students
By A Customer
This book is one of the best undergradute textbooks for EE students, especially students having focus on physical-layer communication engineering. The highlight of this book is the enormous amount of well-written problems at the end of each chapter. These problems really help students fully understand abstract definitions and theorems which otherwise will not be easily cracked.
This book, however, has the following drawbacks:
1. The author should have emphasized in the first chapter the importance of real analysis and measure theory in order to motivate the students planning graduate research to study and prepare for the math courses during their undergraduate study.
2. No section for complex Gaussian random variable and vector, which are very important in digital communications.
3. No limit theorems except CLT.
4. No handling of convergence of a random sequence.
Even with above drawbacks, this book is still the classic. I recommend ambitious students to read a little bit advanced books along with this book to better understand the subject.
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