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The Resource The theory of linear prediction, P.P. Vaidyanathan

The theory of linear prediction, P.P. Vaidyanathan

Label
The theory of linear prediction
Title
The theory of linear prediction
Statement of responsibility
P.P. Vaidyanathan
Creator
Subject
Language
eng
Summary
Linear prediction theory has had a profound impact in the field of digital signal processing. Although the theory dates back to the early 1940s, its influence can still be seen in applications today. The theory is based on very elegant mathematics and leads to many beautiful insights into statistical signal processing. Although prediction is only a part of the more general topics of linear estimation, filtering, and smoothing, this book focuses on linear prediction. This has enabled detailed discussion of a number of issues that are normally not found in texts. For example, the theory of vector linear prediction is explained in considerable detail and so is the theory of line spectral processes. This focus and its small size make the book different from many excellent texts which cover the topic, including a few that are actually dedicated to linear prediction. There are several examples and computer-based demonstrations of the theory. Applications are mentioned wherever appropriate, but the focus is not on the detailed development of these applications. The writing style is meant to be suitable for self-study as well as for classroom use at the senior and first-year graduate levels. The text is self-contained for readers with introductory exposure to signal processing, random processes, and the theory of matrices, and a historical perspective and detailed outline are given in the first chapter
Member of
Additional physical form
Also available via the World Wide Web.
Cataloging source
BTCTA
http://library.link/vocab/creatorName
Vaidyanathan, P. P
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
Series statement
Synthesis lectures on signal processing
Series volume
#3
http://library.link/vocab/subjectName
Prediction theory
Label
The theory of linear prediction, P.P. Vaidyanathan
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 171-175) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
176927384
Dimensions
24 cm
Extent
xiv, 183 pages
Isbn
9781598295757
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)176927384
Label
The theory of linear prediction, P.P. Vaidyanathan
Publication
Bibliography note
Includes bibliographical references (pages 171-175) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
176927384
Dimensions
24 cm
Extent
xiv, 183 pages
Isbn
9781598295757
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)176927384

Library Locations

    • Thomas Jefferson LibraryBorrow it
      1 University Blvd, St. Louis, MO, 63121, US
      38.710138 -90.311107
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