The Resource Digital Signal Processing and Spectral Analysis for Scientists : Concepts and Applications, by Silvia Maria Alessio, (electronic resource)

Digital Signal Processing and Spectral Analysis for Scientists : Concepts and Applications, by Silvia Maria Alessio, (electronic resource)

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
by Silvia Maria Alessio
Creator
Contributor
Author
Provider
Subject
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
http://library.link/vocab/creatorName
Alessio, Silvia Maria
Image bit depth
0
LC call number
  • TK5102.9
  • TA1637-1638
  • TK7882.S65
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
SpringerLink
Series statement
Signals and Communication Technology,
http://library.link/vocab/subjectName
  • Engineering
  • Remote sensing
  • Physics
  • Econometrics
  • Engineering
  • Signal, Image and Speech Processing
  • Numerical and Computational Physics
  • Remote Sensing/Photogrammetry
  • Econometrics
Label
Digital Signal Processing and Spectral Analysis for Scientists : Concepts and Applications, by Silvia Maria Alessio, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
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.-Â Singular Spectrum Analysis (SSA).-Â Non-Stationary Spectral Analysis.-Â Discrete Wavelet Transform (DWT) -- De-noising and Compression byWavelets -- Exercises with Matlab.Â
Dimensions
unknown
Edition
1st ed. 2016.
Extent
XXIV, 900 p. 352 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319254685
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-25468-5
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-25468-5
Label
Digital Signal Processing and Spectral Analysis for Scientists : Concepts and Applications, by Silvia Maria Alessio, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
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.-Â Singular Spectrum Analysis (SSA).-Â Non-Stationary Spectral Analysis.-Â Discrete Wavelet Transform (DWT) -- De-noising and Compression byWavelets -- Exercises with Matlab.Â
Dimensions
unknown
Edition
1st ed. 2016.
Extent
XXIV, 900 p. 352 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319254685
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-25468-5
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-25468-5

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