Probability and random processes[ele...
Childers, Donald G.

 

  • Probability and random processes[electronic resource] :with applications to signal processing and communications /
  • 紀錄類型: 書目-語言資料,印刷品 : Monograph/item
    杜威分類號: 621.382/2/0151
    書名/作者: Probability and random processes : with applications to signal processing and communications // Scott L. Miller, Donald Childers.
    作者: Miller, Scott L.
    其他作者: Childers, Donald G.
    出版者: Amsterdam ; : Elsevier Academic Press,, c2004.
    面頁冊數: xiii, 536 p. : : ill. ;; 24 cm.
    附註: Includes index.
    標題: Signal processing - Mathematics.
    標題: Probabilities.
    標題: Stochastic processes.
    ISBN: 9780121726515
    ISBN: 0121726517
    內容註: 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.
    摘要、提要註: 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.
    電子資源: An electronic book accessible through the World Wide Web; click for information
    電子資源: An electronic book accessible through the World Wide Web; click for information
    電子資源: http://www.loc.gov/catdir/toc/els051/2004010367.html
    電子資源: http://www.loc.gov/catdir/description/els051/2004010367.html
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