The Resource Sampling Theory, a Renaissance : Compressive Sensing and Other Developments, edited by Götz E. Pfander, (electronic resource)

Sampling Theory, a Renaissance : Compressive Sensing and Other Developments, edited by Götz E. Pfander, (electronic resource)

Label
Sampling Theory, a Renaissance : Compressive Sensing and Other Developments
Title
Sampling Theory, a Renaissance
Title remainder
Compressive Sensing and Other Developments
Statement of responsibility
edited by Götz E. Pfander
Contributor
Editor
Provider
Subject
Language
eng
Summary
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
Member of
Image bit depth
0
LC call number
  • Q350-390
  • QA10.4
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Pfander, Götz E.
  • SpringerLink
Series statement
Applied and Numerical Harmonic Analysis,
http://library.link/vocab/subjectName
  • Mathematics
  • Approximation theory
  • Functions of complex variables
  • Information theory
  • Applied mathematics
  • Engineering mathematics
  • Mathematics
  • Information and Communication, Circuits
  • Signal, Image and Speech Processing
  • Approximations and Expansions
  • Appl.Mathematics/Computational Methods of Engineering
  • Functions of a Complex Variable
Label
Sampling Theory, a Renaissance : Compressive Sensing and Other Developments, edited by Götz E. Pfander, (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
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
Dimensions
unknown
Edition
1st ed. 2015.
Extent
XIV, 532 p. 69 illus., 40 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319197494
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-19749-4
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-19749-4
Label
Sampling Theory, a Renaissance : Compressive Sensing and Other Developments, edited by Götz E. Pfander, (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
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
Dimensions
unknown
Edition
1st ed. 2015.
Extent
XIV, 532 p. 69 illus., 40 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319197494
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-19749-4
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-19749-4

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