Language:
English
繁體中文
Help
Login
Back
Switch To:
Labeled
|
MARC Mode
|
ISBD
New Digital Signal Processing Method...
~
Lino, Paolo.
New Digital Signal Processing Methods = Applications to Measurement and Diagnostics /
Record Type:
Language materials, printed : Monograph/item
Title/Author:
New Digital Signal Processing Methods/ by Raoul R. Nigmatullin, Paolo Lino, Guido Maione.
Reminder of title:
Applications to Measurement and Diagnostics /
Author:
Nigmatullin, Raoul R.
other author:
Lino, Paolo.
Description:
XX, 443 p. 228 illus., 108 illus. in color.online resource. :
Contained By:
Springer Nature eBook
Subject:
Signal processing. -
Online resource:
https://doi.org/10.1007/978-3-030-45359-6
ISBN:
9783030453596
New Digital Signal Processing Methods = Applications to Measurement and Diagnostics /
Nigmatullin, Raoul R.
New Digital Signal Processing Methods
Applications to Measurement and Diagnostics /[electronic resource] :by Raoul R. Nigmatullin, Paolo Lino, Guido Maione. - 1st ed. 2020. - XX, 443 p. 228 illus., 108 illus. in color.online resource.
In what cases the non-linear fitting problem is reduced to the well-known linear least square method? The Eigen-Coordinates method. -- A nontrivial example of the application of the ECs method: Description of the blow-like signals. -- The statistics of the fractional moments and its application for quantitative "reading" of real data. -- The quantitative "universal" label (QUL) and the universal distribution function for the relative fluctuations (UDFRF). -- Description of the partly correlated random sequences: Replacement of the random sequences by the generalized Prony spectrum. -- The general theory of reproducible and quasi-reproducible experiments. -- Non-orthogonal Amplitude Frequency Analysis of the Smoothed Signals (NAFASS) and its application for the description of multi-frequency signals. -- NIMRAD in action: Application.
This book is intended as a manual on modern advanced statistical methods for signal processing. The objectives of signal processing are the analysis, synthesis, and modification of signals measured from different natural phenomena, including engineering applications as well. Often the measured signals are affected by noise, distortion and incompleteness, and this makes it difficult to extract significant signal information. The main topic of the book is the extraction of significant information from measured data, with the aim of reducing the data size while keeping the basic information/knowledge about the peculiarities and properties of the analyzed system; to this aim, advanced and recently developed methods in signal analysis and treatment are introduced and described in depth. More in details, the book covers the following new advanced topics (and the corresponding algorithms), including detailed descriptions and discussions: the Eigen-Coordinates (ECs) method, The statistics of the fractional moments, The quantitative "universal" label (QUL) and the universal distribution function for the relative fluctuations (UDFRF), the generalized Prony spectrum, the Non-orthogonal Amplitude Frequency Analysis of the Smoothed Signals (NAFASS), the discrete geometrical invariants (DGI) serving as the common platform for quantitative comparison of different random functions. Although advanced topics are discussed in signal analysis, each subject is introduced gradually, with the use of only the necessary mathematics, and avoiding unnecessary abstractions. Each chapter presents testing and verification examples on real data for each proposed method. In comparison with other books, here it is adopted a more practical approach with numerous real case studies.
ISBN: 9783030453596
Standard No.: 10.1007/978-3-030-45359-6doiSubjects--Topical Terms:
561459
Signal processing.
LC Class. No.: TK5102.9
Dewey Class. No.: 621.382
New Digital Signal Processing Methods = Applications to Measurement and Diagnostics /
LDR
:04074nam a22004215i 4500
001
1027959
003
DE-He213
005
20200704130455.0
007
cr nn 008mamaa
008
210318s2020 gw | s |||| 0|eng d
020
$a
9783030453596
$9
978-3-030-45359-6
024
7
$a
10.1007/978-3-030-45359-6
$2
doi
035
$a
978-3-030-45359-6
050
4
$a
TK5102.9
050
4
$a
TA1637-1638
072
7
$a
TTBM
$2
bicssc
072
7
$a
TEC008000
$2
bisacsh
072
7
$a
TTBM
$2
thema
072
7
$a
UYS
$2
thema
082
0 4
$a
621.382
$2
23
100
1
$a
Nigmatullin, Raoul R.
$e
author.
$4
aut
$4
http://id.loc.gov/vocabulary/relators/aut
$3
1324471
245
1 0
$a
New Digital Signal Processing Methods
$h
[electronic resource] :
$b
Applications to Measurement and Diagnostics /
$c
by Raoul R. Nigmatullin, Paolo Lino, Guido Maione.
250
$a
1st ed. 2020.
264
1
$a
Cham :
$b
Springer International Publishing :
$b
Imprint: Springer,
$c
2020.
300
$a
XX, 443 p. 228 illus., 108 illus. in color.
$b
online resource.
336
$a
text
$b
txt
$2
rdacontent
337
$a
computer
$b
c
$2
rdamedia
338
$a
online resource
$b
cr
$2
rdacarrier
347
$a
text file
$b
PDF
$2
rda
505
0
$a
In what cases the non-linear fitting problem is reduced to the well-known linear least square method? The Eigen-Coordinates method. -- A nontrivial example of the application of the ECs method: Description of the blow-like signals. -- The statistics of the fractional moments and its application for quantitative "reading" of real data. -- The quantitative "universal" label (QUL) and the universal distribution function for the relative fluctuations (UDFRF). -- Description of the partly correlated random sequences: Replacement of the random sequences by the generalized Prony spectrum. -- The general theory of reproducible and quasi-reproducible experiments. -- Non-orthogonal Amplitude Frequency Analysis of the Smoothed Signals (NAFASS) and its application for the description of multi-frequency signals. -- NIMRAD in action: Application.
520
$a
This book is intended as a manual on modern advanced statistical methods for signal processing. The objectives of signal processing are the analysis, synthesis, and modification of signals measured from different natural phenomena, including engineering applications as well. Often the measured signals are affected by noise, distortion and incompleteness, and this makes it difficult to extract significant signal information. The main topic of the book is the extraction of significant information from measured data, with the aim of reducing the data size while keeping the basic information/knowledge about the peculiarities and properties of the analyzed system; to this aim, advanced and recently developed methods in signal analysis and treatment are introduced and described in depth. More in details, the book covers the following new advanced topics (and the corresponding algorithms), including detailed descriptions and discussions: the Eigen-Coordinates (ECs) method, The statistics of the fractional moments, The quantitative "universal" label (QUL) and the universal distribution function for the relative fluctuations (UDFRF), the generalized Prony spectrum, the Non-orthogonal Amplitude Frequency Analysis of the Smoothed Signals (NAFASS), the discrete geometrical invariants (DGI) serving as the common platform for quantitative comparison of different random functions. Although advanced topics are discussed in signal analysis, each subject is introduced gradually, with the use of only the necessary mathematics, and avoiding unnecessary abstractions. Each chapter presents testing and verification examples on real data for each proposed method. In comparison with other books, here it is adopted a more practical approach with numerous real case studies.
650
0
$a
Signal processing.
$3
561459
650
0
$a
Image processing.
$3
557495
650
0
$a
Speech processing systems.
$3
564428
650
0
$a
Engineering—Data processing.
$3
1297966
650
0
$a
Discrete mathematics.
$3
1254302
650
0
$a
Measure theory.
$3
527848
650
0
$a
Application software.
$3
528147
650
1 4
$a
Signal, Image and Speech Processing.
$3
670837
650
2 4
$a
Data Engineering.
$3
1226308
650
2 4
$a
Discrete Mathematics.
$3
796600
650
2 4
$a
Measure and Integration.
$3
672015
650
2 4
$a
Computer Appl. in Administrative Data Processing.
$3
669633
700
1
$a
Lino, Paolo.
$e
author.
$4
aut
$4
http://id.loc.gov/vocabulary/relators/aut
$3
1324472
700
1
$a
Maione, Guido.
$e
author.
$4
aut
$4
http://id.loc.gov/vocabulary/relators/aut
$3
1324473
710
2
$a
SpringerLink (Online service)
$3
593884
773
0
$t
Springer Nature eBook
776
0 8
$i
Printed edition:
$z
9783030453589
776
0 8
$i
Printed edition:
$z
9783030453602
776
0 8
$i
Printed edition:
$z
9783030453619
856
4 0
$u
https://doi.org/10.1007/978-3-030-45359-6
912
$a
ZDB-2-ENG
912
$a
ZDB-2-SXE
950
$a
Engineering (SpringerNature-11647)
950
$a
Engineering (R0) (SpringerNature-43712)
based on 0 review(s)
Multimedia
Reviews
Add a review
and share your thoughts with other readers
Export
pickup library
Processing
...
Change password
Login