rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Probability and random processes
    sub title: with applications to signal processing and communications
  name:
    name part: Miller, Scott L.
    role:
      role term: creator
  name:
    name part: Childers, Donald G.
  name:
    name part: ScienceDirect (Online service)
  type of resource: text
  genre: Electronic books.
  genre: dissertations.
  genre: Academic theses
  genre: Academic theses.
  genre: Thèses et écrits académiques.
  origin info:
    place:
      place term: ne
    place:
      place term: Amsterdam
    place:
      place term: Boston
    publisher: Elsevier Academic Press
    date issued: ©2004
    date issued: 2004
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (xiii, 536 pages) : illustrations
  abstract: 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.
  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.
  note: Scott L. Miller, Donald Childers.
  note: Includes index.
  note: English.
  subject:
    topic: Signal processing
    topic: Mathematics
  subject:
    topic: Probabilities
  subject:
    topic: Stochastic processes
  subject:
    topic: Probability
  subject:
    topic: Stochastic Processes
  subject:
    topic: Traitement du signal
    topic: Mathématiques
  subject:
    topic: Probabilités
  subject:
    topic: Processus stochastiques
  subject:
    topic: probability
  subject:
    topic: COMPUTERS
    topic: Information Theory
  subject:
    topic: TECHNOLOGY & ENGINEERING
    topic: Signals & Signal Processing
  subject:
    topic: Probabilities
  subject:
    topic: Signal processing
    topic: Mathematics
  subject:
    topic: Stochastic processes
  classification: TK5102.9 .M556 2004eb
  classification: 621.382/2/0151
  related item:
    title info:
      title: Probability and random processes
    name:
      name part: Miller, Scott L.
    origin info:
      publisher: Amsterdam ; Boston : Elsevier Academic Press, ©2004
    identifier: (DLC) 2004010367
    identifier: (OCoLC)55138702
  identifier: 0080470424
  identifier: 9780080470429
  identifier: 1280961260
  identifier: 9781280961267
  identifier: 9786610961269
  identifier: 6610961263
  identifier: 9780121726515
  identifier: 0121726517
  identifier: 2004010367
  identifier: 90193:90193 Elsevier Science & Technology
  identifier: A54B6DBD-C346-4CF5-97FC-7A2F2975C03D OverDrive, Inc.
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: OPELS
    record creation date: 070806
    record change date: 20260326151431.0
    record identifier: in00005732675
    language of cataloging:
      language term: eng