Probability and random processes

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

by Miller, Scott L.

Type Book
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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 mo…

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Title Statements

  • Full title :Probability and random processes : with applications to signal processing and communications / Scott L. Miller, Donald Childers.

Summary

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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Edition Statements

  • Publication Date:2012.
  • Edition:2nd ed

Publication Statements

  • Publisher(s):Academic Press
  • Place of Publication:Waltham (Massachusetts, Estados Unidos)
  • Language:eng
  • Publication Date:2012.

Notes

Descripción basada en la versión impresa.

The Physical Object

  • Description:1 recurso en línea (xii, 611 p.) : : il

Edition Identifiers

  • ISBN:9780123869814, 0123869811, 9780123870131, 0123870135
  • oclc:ocn991833012
  • Dewey Decimal:621.38220151 2nd.ed

Table of Contents

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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Subjects

Libro electrónico PROBABILIDADES -- LIBROS ELECTRONICOS PROCESAMIENTO DE SEÑALES -- LIBROS ELEC… PROCESOS ESTOCASTICOS -- LIBROS ELECTRO…

Writers

Miller, Scott L. Childers, Donald G.

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