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Probability and random processes = with applications to signal processing and communications /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Probability and random processes/ Scott L. Miller, Donald Childers.
Reminder of title:	with applications to signal processing and communications /
Author:	Miller, Scott L.
other author:	Childers, Donald G.
Published:	Amsterdam ;Elsevier Academic Press, : c2004.,
Description:	xiii, 536 p. :ill. ; : 24 cm.;
Notes:	Includes index.
Subject:	Signal processing - Mathematics. -
Online resource:	An electronic book accessible through the World Wide Web; click for information
ISBN:	9780121726515

Probability and random processes = with applications to signal processing and communications /
Miller, Scott L.

Probability and random processeswith applications to signal processing and communications /[electronic resource] :Scott L. Miller, Donald Childers. - Amsterdam ;Elsevier Academic Press,c2004. - xiii, 536 p. :ill. ;24 cm.

Includes index.

Preface -- 1. Introduction -- 2. Introduction to Probability Theory -- 3. Random Variables, Distributions and Density Functions -- 4. Operations on a Single Random Variable -- 5. Pairs of Random Variables -- 6. Multiple Random Variables -- 7. Random Sequences and Series -- 8. Random Processes -- 9. Markov Processes -- 10. Power Spectral Density -- 11. Random Processes in Linear Systems -- 12. Simulation Techniques -- Appendices.

Miller and Childers have focused on creating a clear presentation of foundational concepts with specific applications to signal processing and communications, clearly the two areas of most interest to students and instructors in this course. It is aimed at graduate students as well as practicing engineers, and includes unique chapters on narrowband random processes and simulation techniques. The appendices provide a refresher in such areas as linear algebra, set theory, random variables, and more. Probability and Random Processes also includes applications in digital communications, information theory, coding theory, image processing, speech analysis, synthesis and recognition, and other fields. * Exceptional exposition and numerous worked out problems make the book extremely readable and accessible * The authors connect the applications discussed in class to the textbook * The new edition contains more real world signal processing and communications applications * Includes an entire chapter devoted to simulation techniques.

Electronic reproduction.
Amsterdam :
Elsevier Science & Technology,
2007.

Mode of access: World Wide Web.

ISBN: 9780121726515

Source: 90193:90193Elsevier Science & Technologyhttp://www.sciencedirect.comSubjects--Topical Terms:

121271
Signal processing
--Mathematics.Index Terms--Genre/Form:

96803
Electronic books.

LC Class. No.: TK5102.9 / .M556 2004eb

Dewey Class. No.: 621.382/2/0151

Probability and random processes = with applications to signal processing and communications /
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505 0 $a Preface -- 1. Introduction -- 2. Introduction to Probability Theory -- 3. Random Variables, Distributions and Density Functions -- 4. Operations on a Single Random Variable -- 5. Pairs of Random Variables -- 6. Multiple Random Variables -- 7. Random Sequences and Series -- 8. Random Processes -- 9. Markov Processes -- 10. Power Spectral Density -- 11. Random Processes in Linear Systems -- 12. Simulation Techniques -- Appendices.
520 $a Miller and Childers have focused on creating a clear presentation of foundational concepts with specific applications to signal processing and communications, clearly the two areas of most interest to students and instructors in this course. It is aimed at graduate students as well as practicing engineers, and includes unique chapters on narrowband random processes and simulation techniques. The appendices provide a refresher in such areas as linear algebra, set theory, random variables, and more. Probability and Random Processes also includes applications in digital communications, information theory, coding theory, image processing, speech analysis, synthesis and recognition, and other fields. * Exceptional exposition and numerous worked out problems make the book extremely readable and accessible * The authors connect the applications discussed in class to the textbook * The new edition contains more real world signal processing and communications applications * Includes an entire chapter devoted to simulation techniques.
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