Sampling Theory, a Renaissance: Compressive Sensing and Other Developments (Applied and Numerical Harmonic Analysis)
Editat de Götz E. Pfanderen Limba Engleză Carte Hardback – 18 Dec 2015
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Specificații
ISBN-13: 9783319197487
ISBN-10: 3319197487
Pagini: 532
Ilustrații: 29 schwarz-weiße und 38 farbige Abbildungen, 1 schwarz-weiße Tabellen, Bibliographie
Dimensiuni: 155 x 235 x 27 mm
Greutate: 10.39 kg
Ediția: 1st ed. 2015
Editura: Springer
Colecția Birkhäuser
Seria Applied and Numerical Harmonic Analysis
Locul publicării: Cham, Switzerland
ISBN-10: 3319197487
Pagini: 532
Ilustrații: 29 schwarz-weiße und 38 farbige Abbildungen, 1 schwarz-weiße Tabellen, Bibliographie
Dimensiuni: 155 x 235 x 27 mm
Greutate: 10.39 kg
Ediția: 1st ed. 2015
Editura: Springer
Colecția Birkhäuser
Seria Applied and Numerical Harmonic Analysis
Locul publicării: Cham, Switzerland
Public țintă
ResearchCuprins
Part
I:
Sparsity
Models.-
Estimation
in
High
Dimensions:
A
Geometric
Perspective.-
Convex
Recovery
of
a
Structured
Signal
from
Independent
Random
Linear
Measurements.-
Low
Complexity
Regularization
of
Linear
Inverse
Problems.-
Part
II:
Frames
with
Benefits.-
Noise-shaping
Quantization
Methods
for
Frame-based
and
Compressive
Sampling
Systems.-
Fourier
Operations
in
Applied
Harmonic
Analysis.- The
Fundamentals
of
Spectral
Tetris
Frame
Constructions.-
Part III:
Bandlimitation
Recast.-
System
Approximation
and
Generalized
Measurements
in
Modern
Sampling
Theory.-
Entire
Functions
in
Generalized
Bernstein
Spaces
and
Their
Growth
Behavior.-
Sampling
and
Geometry.-
A
Sheaf-theoretic
Perspective
on
Sampling.-
Part
IV:
Solutions
of
Parametric
PDEs.-
How
to
Best
Sample
a
Solution
Manifold?.-
On
the
Stability
of
Polynomial
Interpolation
using
Hierarchical
Sampling.-
Part
V:
Implementation.-
OperA:
Operator-based
Annihilation
for
Finite-Rate-of-Innovation
Signal
Sampling.-
Digital
Adaptive
Calibration
of
Data
Converters
using
Independent
Component
Analysis.
Textul de pe ultima copertă
Reconstructing
or
approximating
objects
from
seemingly
incomplete
information
is
a
frequent
challenge
in
mathematics,
science,
and
engineering.
A
multitude
of
tools
designed
to
recover
hidden
information
are
based
on
Shannon’s
classical
sampling
theorem,
a
central
pillar
of
Sampling
Theory.
The
growing
need
to
efficiently
obtain
precise
and
tailored
digital
representations
of
complex
objects
and
phenomena
requires
the
maturation
of
available
tools
in
Sampling
Theory
as
well
as
the
development
of
complementary,
novel
mathematical
theories.
Today,
research
themes
such
as
Compressed
Sensing
and
Frame
Theory
re-energize
the
broad
area
of
Sampling
Theory.
This
volume
illustrates
the
renaissance
that
the
area
of
Sampling
Theory
is
currently
experiencing.
It
touches
upon
trendsetting
areas
such
as
Compressed
Sensing,
Finite
Frames,
Parametric
Partial
Differential
Equations,
Quantization,
Finite
Rate
of
Innovation,
System
Theory,
as
well
as
sampling
in
Geometry
and
Algebraic
Topology.
Caracteristici
Tutorial
style
articles
on
new
high-impact
topics
in
sampling
and
applications
Offers experts in sampling theory (mathematicians and engineers) new insights into the wide area of sampling theory
Includes a great breadth of topics ranging from the analysis of real world analog, to digital converters, to generalizations of sampling theory in abstract geometry
Offers experts in sampling theory (mathematicians and engineers) new insights into the wide area of sampling theory
Includes a great breadth of topics ranging from the analysis of real world analog, to digital converters, to generalizations of sampling theory in abstract geometry