The Resource Digital signal processing and spectral analysis for scientists : concepts and applications, Silvia Maria Alessio

Digital signal processing and spectral analysis for scientists : concepts and applications, Silvia Maria Alessio

Label
Digital signal processing and spectral analysis for scientists : concepts and applications
Title
Digital signal processing and spectral analysis for scientists
Title remainder
concepts and applications
Statement of responsibility
Silvia Maria Alessio
Creator
Author
Subject
Genre
Language
eng
Summary
This book covers the basics of processing and spectral analysis of monovariate discrete-time signals. The approach is practical, the aim being to acquaint the reader with the indications for and drawbacks of the various methods and to highlight possible misuses. The book is rich in original ideas, visualized in new and illuminating ways, and is structured so that parts can be skipped without loss of continuity. Many examples are included, based on synthetic data and real measurements from the fields of physics, biology, medicine, macroeconomics etc., and a complete set of MATLAB exercises requiring no previous experience of programming is provided. Prior advanced mathematical skills are not needed in order to understand the contents: a good command of basic mathematical analysis is sufficient. Where more advanced mathematical tools are necessary, they are included in an Appendix and presented in an easy-to-follow way. With this book, digital signal processing leaves the domain of engineering to address the needs of scientists and scholars in traditionally less quantitative disciplines, now facing increasing amounts of data
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Alessio, Silvia Maria
Dewey number
621.382/2
Illustrations
illustrations
Index
index present
LC call number
TK5102.9
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Signals and communication technology,
http://library.link/vocab/subjectName
  • Signal processing
  • Signal processing
  • Science
  • Technology & Engineering
  • Business & Economics
  • Mathematical physics
  • Geographical information systems (GIS) & remote sensing
  • Econometrics
  • Technology & Engineering
  • Imaging systems & technology
Label
Digital signal processing and spectral analysis for scientists : concepts and applications, Silvia Maria Alessio
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-25468-5
Instantiates
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
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
Contents
Introduction -- Discrete-time Signals and Systems -- Transforms of Discrete-time Signals -- Sampling of Continuous-time Signals -- Spectral Analysis of Deterministic Discrete-Time Signals -- Digital Filter Properties and Filtering Implementation -- FIR Filters Design -- IIR Filters Design -- Statistical Approach to Signal Analysis -- Non-Parametric Spectral Methods -- Parametric Spectral Methods.- Singular Spectrum Analysis (SSA).- Non-Stationary Spectral Analysis.- Discrete Wavelet Transform (DWT) -- De-noising and Compression byWavelets -- Exercises with Matlab
Dimensions
unknown
Extent
1 online resource (xxiv, 900 pages)
File format
unknown
Form of item
online
Isbn
9783319254685
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-25468-5
Other physical details
color illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)933247936
  • (OCoLC)ocn933247936
Label
Digital signal processing and spectral analysis for scientists : concepts and applications, Silvia Maria Alessio
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-25468-5
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
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
Contents
Introduction -- Discrete-time Signals and Systems -- Transforms of Discrete-time Signals -- Sampling of Continuous-time Signals -- Spectral Analysis of Deterministic Discrete-Time Signals -- Digital Filter Properties and Filtering Implementation -- FIR Filters Design -- IIR Filters Design -- Statistical Approach to Signal Analysis -- Non-Parametric Spectral Methods -- Parametric Spectral Methods.- Singular Spectrum Analysis (SSA).- Non-Stationary Spectral Analysis.- Discrete Wavelet Transform (DWT) -- De-noising and Compression byWavelets -- Exercises with Matlab
Dimensions
unknown
Extent
1 online resource (xxiv, 900 pages)
File format
unknown
Form of item
online
Isbn
9783319254685
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-25468-5
Other physical details
color illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)933247936
  • (OCoLC)ocn933247936

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