The Resource Adaptive Filtering, Poularikas, Alexander

Adaptive Filtering, Poularikas, Alexander

Label
Adaptive Filtering
Title
Adaptive Filtering
Statement of responsibility
Poularikas, Alexander
Creator
Contributor
Author
Subject
Genre
Language
  • eng
  • eng
Summary
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 distributions Explains how to find the eigenvalues and eigenvectors of a matrix and the properties of the error surfaces Explores the Wiener filter and its practical uses, details the steepest descent method, and develops the Newton's algorithm Addresses the basics of the LMS adaptive filter algorithm , considers LMS adaptive filter variants, and provides numerous examples Delivers a concise introduction to MATLAB®, supplying problems, computer experiments, and more than 110 functions and script files Featuring robust appendices complete with mathematical tables and formulas, Adaptive Filtering: Fundamentals of Least Mean Squares with MATLAB® clearly describes the key principles of adaptive filtering and effectively demonstrates how to apply them to solve real-world problems
http://library.link/vocab/creatorName
Poularikas, Alexander
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
O'Reilly Media Company
Label
Adaptive Filtering, Poularikas, Alexander
Link
https://databases.mvlc.org/connect/oreilly?ID=9781482253351
Instantiates
Publication
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
or9781482253351
Dimensions
unknown
Edition
1st edition
Extent
1 online resource (363 pages)
Form of item
online
Issuing body
Made available through: O'Reilly Media Company.
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Reproduction note
Electronic reproduction.
Specific material designation
remote
System details
Mode of access: World Wide Web
Label
Adaptive Filtering, Poularikas, Alexander
Link
https://databases.mvlc.org/connect/oreilly?ID=9781482253351
Publication
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
or9781482253351
Dimensions
unknown
Edition
1st edition
Extent
1 online resource (363 pages)
Form of item
online
Issuing body
Made available through: O'Reilly Media Company.
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Reproduction note
Electronic reproduction.
Specific material designation
remote
System details
Mode of access: World Wide Web

Library Locations

    • Merrimack Valley Library ConsortiumBorrow it
      4 High Street, Suite 175, North Andover, MA, 01845, US
      42.7009413 -71.1255084
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