Probability, Random Variables, and Random Processes: Theory and Signal Processing Applications Book PDF, ePub eBook

Join our eBook service for unlimited books & audiobooks. Get a free 7 day subscription! ↓↓↓↓↓


Book Descriptions:

Probability, Random Variables, and Random Processes is a comprehensive textbook on probability theory for engineers that provides a more rigorous mathematical framework than is usually encountered in undergraduate courses. It is intended for first-year graduate students who have some familiarity with probability and random variables, though not necessarily of random processes and systems that operate on random signals. It is also appropriate for advanced undergraduate students who have a strong mathematical background.

The book has the following features:

• Several appendices include related material on integration, important inequalities and identities, frequency-domain transforms, and linear algebra. These topics have been included so that the book is relatively self-contained. One appendix contains an extensive summary of 33 random variables and their properties such as moments, characteristic functions, and entropy.
• Unlike most books on probability, numerous figures have been included to clarify and expand upon important points. Over 600 illustrations and MATLAB plots have been designed to reinforce the material and illustrate the various characterizations and properties of random quantities.
• Sufficient statistics are covered in detail, as is their connection to parameter estimation techniques. These include classical Bayesian estimation and several optimality criteria: mean-square error, mean-absolute error, maximum likelihood, method of moments, and least squares.
• The last four chapters provide an introduction to several topics usually studied in subsequent engineering courses: communication systems and information theory; optimal filtering (Wiener and Kalman); adaptive filtering (FIR and IIR); and antenna beamforming, channel equalization, and direction finding. This material is available electronically at the companion website.

Probability, Random Variables, and Random Processes is the only textbook on probability for engineers that includes relevant background material, provides extensive summaries of key results, and extends various statistical techniques to a range of applications in signal processing.

Probability, Random Variables, and Random Processes: Theory and Signal Processing Applications by John J. Shynk

From reader reviews:

Sharon Gaines:

In this 21st hundred years, people become competitive in each and every way. By being competitive now, people have do something to make these people survives, being in the middle of the actual crowded place and notice by simply surrounding. One thing that oftentimes many people have underestimated it for a while is reading. Yep, by reading a publication your ability to survive raise then having chance to stand up than other is high. For yourself who want to start reading the book, we give you this specific Probability, Random Variables, and Random Processes: Theory and Signal Processing Applications book as beginning and daily reading publication. Why, because this book is usually more than just a book.

Hayden Roberts:

The experience that you get from Probability, Random Variables, and Random Processes: Theory and Signal Processing Applications is a more deep you looking the information that hide into the words the more you get serious about reading it. It does not mean that this book is hard to comprehend but Probability, Random Variables, and Random Processes: Theory and Signal Processing Applications giving you enjoyment feeling of reading. The article writer conveys their point in particular way that can be understood by anyone who read this because the author of this reserve is well-known enough. That book also makes your current vocabulary increase well. Making it easy to understand then can go together with you, both in printed or e-book style are available. We propose you for having this specific Probability, Random Variables, and Random Processes: Theory and Signal Processing Applications instantly.

Gerri Townsend:

People live in this new day of lifestyle always try and and must have the free time or they will get wide range of stress from both day to day life and work. So , when we ask do people have time, we will say absolutely indeed. People is human not really a robot. Then we ask again, what kind of activity do you have when the spare time coming to a person of course your answer may unlimited right. Then do you try this one, reading guides. It can be your alternative in spending your spare time, the actual book you have read is Probability, Random Variables, and Random Processes: Theory and Signal Processing Applications.

Hayden Wright:

Don't be worry if you are afraid that this book will certainly filled the space in your house, you may have it in e-book approach, more simple and reachable. This specific Probability, Random Variables, and Random Processes: Theory and Signal Processing Applications can give you a lot of good friends because by you considering this one book you have thing that they don't and make you actually more like an interesting person. This book can be one of one step for you to get success. This book offer you information that possibly your friend doesn't understand, by knowing more than various other make you to be great persons. So , why hesitate? Let me have Probability, Random Variables, and Random Processes: Theory and Signal Processing Applications.