Adaptive Signal Models: Theory, Algorithms, and Audio Applications (The Springer International Series in Engineering and Computer Science) (by Michael M. Goodwin)


Author(s): Michael M. Goodwin

Publisher: Springer
Publish date: 2012-09-05
ISBN-10: 1461346509
ISBN-13: 9781461346500
Language: English
Description: Adaptive Signal Models: Theory, Algorithms and Audio
Applications presents methods for deriving mathematical models
of natural signals. The introduction covers the fundamentals of
analysis-synthesis systems and signal representations. Some of the
topics in the introduction include perfect and near-perfect
reconstruction, the distinction between parametric and
nonparametric methods, the role of compaction in signal modeling,
basic and overcomplete signal expansions, and time-frequency
resolution issues. These topics arise throughout the book as do a
number of other topics such as filter banks and
multiresolution.
The second chapter gives a detailed… more…

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