Probability and Random Processes for Electrical and Computer Engineers

ISBN-10: 0521864704

ISBN-13: 9780521864701

Edition: 2006

Authors: John A. Gubner

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Description:

The theory of probability has important applications for computer and electrical engineers as a tool to explain, model, analyse and design the technology they develop. Consequently, a course in probability and random processes is a prerequisite for further study in communications or signal processing. Gubner presents a primary text that progresses from advanced undergraduate level, assuming a modest knowledge of probability, through to the more complex topics suitable for graduates, including random vectors, Gaussian random vectors, random processes and Markov chains. Describing tools and results that are used extensively in the field, this is more than a textbook: it is also a valuable reference for researchers working in communications, signal processing, and computer network traffic analysis. With chapter outlines, over 300 worked examples, some 800 problems and sections for exam preparation, this is an essential companion for advanced undergraduate and graduate students.
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Book details

List price: $121.00
Copyright year: 2006
Publisher: Cambridge University Press
Publication date: 6/1/2006
Binding: Hardcover
Pages: 646
Size: 6.75" wide x 9.75" long x 1.25" tall
Weight: 3.300
Language: English

Preface
Introduction to probability
Introduction to discrete random variables
More about discrete random variables
Continuous random variables
Cumulative distribution functions and their applications
Statistics
Bivariate random variables
Introduction to random vectors
Gaussian random vectors
Introduction to random processes
Advanced concepts in random processes
Introduction to Markov chains
Mean convergence and applications
Other modes of convergence
Self similarity and long-range dependence
Bibliography
Index
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