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: Adaptive filtering
    sub title: fundamentals of least mean squares with MATLAB
  name:
    name part: Poularikas, Alexander D.
    name part: 1933-
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Taylor & Francis
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: flu
    date issued: 2015
    copyright date: 2015
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (xviii, 343 pages) : illustrations
  abstract: Adaptive filters are used in many diverse applications, appearing in everything from military instruments to cellphones and home appliances. Adaptive Filtering: Fundamentals of Least Mean Squares with MATLAB® covers the core concepts of this important field, focusing on a vital part of the statistical signal processing area-the least mean square (LMS) adaptive filter. This largely self-contained text:Discusses random variables, stochastic processes, vectors, matrices, determinants, discrete random signals, and probability distributionsExplains how to find the eigenvalues and eigenvectors of a.
  table of contents: Chapter 1. Vectors -- chapter 2. Matrices -- chapter 3. Processing of discrete deterministic signals : discrete systems -- chapter 4. Discrete-time random processes -- chapter 5. The Wiener filter -- chapter 6. Eigenvalues of Rx : properties of the error surface -- chapter 7. Newton's and steepest descent methods -- chapter 8. The least mean-square algorithm -- chapter 9. Variants of least mean-square algorithm.
  note: Alexander D. Poularikas.
  note: Includes bibliographical references and index.
  note: English.
  subject:
    title info:
      title: MATLAB
  subject:
    title info:
      title: MATLAB
  subject:
    topic: Adaptive filters
    topic: Mathematical models
  subject:
    topic: Adaptive signal processing
    topic: Mathematics
  subject:
    topic: Least squares
    topic: Data processing
  subject:
    topic: Filtres adaptatifs
    topic: Modèles mathématiques
  subject:
    topic: Traitement adaptatif du signal
    topic: Mathématiques
  subject:
    topic: MATHEMATICS
    topic: Probability & Statistics
    topic: General
  subject:
    topic: TECHNOLOGY & ENGINEERING
    topic: Electrical
  subject:
    topic: TECHNOLOGY & ENGINEERING
    topic: Mechanical
  subject:
    topic: Adaptive filters
    topic: Mathematical models
  subject:
    topic: Adaptive signal processing
    topic: Mathematics
  subject:
    topic: Least squares
    topic: Data processing
  classification: TK7872.F5 P678 2014eb
  classification: 621.3822 P874
  related item:
    title info:
      title: Adaptive filtering
    name:
      name part: Poularikas, Alexander D., 1933-
    origin info:
      publisher: Boca Raton : Taylor & Francis, 2014
    identifier: (DLC) 2014027999
    identifier: (OCoLC)884440184
  identifier: 9781482253368
  identifier: 1482253364
  identifier: 9781482253351
  identifier: 1482253356
  identifier: CL0500000532 Safari Books Online
  identifier: http://proxy.library.tamu.edu/login
  identifier: https://go.oreilly.com/TAMU/library/view/-/9781482253351/
  record info:
    record content source: CUS
    record creation date: 141001
    record change date: 20241108165738.8
    record identifier: in00005521187
    language of cataloging:
      language term: eng