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: Blind Equalization and System Identification
    sub title: Batch Processing Algorithms, Performance and Applications
  name:
    name part: Chi, Chong-Yung.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Chen, Chii-Horng.
    role:
      role term: author.
  name:
    name part: Feng, Chih-Chun.
    role:
      role term: author.
  name:
    name part: Chen, Ching-Yung.
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: xxk
    date issued: 2006
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XIV, 469 p. 112 illus. online resource.
  abstract: Discrete-time signal processing has had a momentous impact on advances in engineering and science over recent decades. The rapid progress of digital and mixed-signal integrated circuits in processing speed, functionality and cost-effectiveness has led to their ubiquitous employment in signal processing and transmission in diverse milieux. The absence of training or pilot signals from many kinds of transmission – in, for example, speech analysis, seismic exploration and texture image analysis – necessitates the widespread use of blind equalization and system identification. There have been a great many algorithms developed for these purposes, working with one- or two-dimensional (2-d) signals and with single-input single-output (SISO) or multiple-input multiple-output (MIMO), real or complex systems. It is now time for a unified treatment of this subject, pointing out the common characteristics and the sometimes close relations of these algorithms as well as learning from their different perspectives. Blind Equalization and System Identification provides such a unified treatment presenting theory, performance analysis, simulation, implementation and applications. Topics covered include: • SISO, MIMO and 2-d non-blind equalization (deconvolution) algorithms; • SISO, MIMO and 2-d blind equalization (deconvolution) algorithms; • SISO, MIMO and 2-d blind system identification algorithms; • algorithm analyses and improvements; • applications of SISO, MIMO and 2-d blind equalization/identification algorithms. Each chapter is completed by exercises and computer assignments designed to further understanding and to give practical experience with the algorithms discussed. This is a textbook for graduate-level courses in discrete-time random processes, statistical signal processing, and blind equalization and system identification. It contains material which will also interest researchers and practicing engineers working in digital communications, source separation, speech proc…
  table of contents: Mathematical Background -- Fundamentals of Statistical Signal Processing -- SISO Blind Equalization Algorithms -- MIMO Blind Equalization Algorithms -- Applications of MIMO Blind Equalization Algorithms -- Two-Dimensional Blind Deconvolution Algorithms -- Applications of Two-Dimensional Blind Deconvolution Algorithms.
  note: by Chong-Yung Chi, Chii-Horng Chen, Chih-Chun Feng, Ching-Yung Chen.
  subject:
    topic: Engineering
  subject:
    topic: Geophysics
  subject:
    topic: Algorithms
  subject:
    topic: Image processing
  subject:
    topic: Electrical engineering
  subject:
    topic: Engineering
  subject:
    topic: Signal, Image and Speech Processing
  subject:
    topic: Communications Engineering, Networks
  subject:
    topic: Image Processing and Computer Vision
  subject:
    topic: Algorithm Analysis and Problem Complexity
  subject:
    topic: Geophysics/Geodesy
  classification: TK5102.9
  classification: TA1637-1638
  classification: TK7882.S65
  classification: 621.382
  related item:
    title info:
      title: Springer eBooks
  identifier: 9781846282188
  identifier: http://dx.doi.org/10.1007/1-84628-218-7
  record info:
    record creation date: 100301
    record change date: 20151204160552.0
    record identifier: 978-1-84628-218-8