Probability and random processes : with applications to signal processing and communications

Scott L. Miller and Donald Childers

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. It includes an entire chapter devoted to simulation techniques.

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[目次]

  • 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

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この本の情報

書名 Probability and random processes : with applications to signal processing and communications
著作者等 Childers, Donald G.
Childers Donald
Miller Scott
Miller Scott L.
出版元 Elsevier Academic Press
刊行年月 c2004
版表示 2 Rev ed
ページ数 xiii, 536 p.
大きさ 25 cm
ISBN 0121726517
NCID BA69085048
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言語 英語
出版国 オランダ
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