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An introduction to compressed sensing

An introduction to compressed sensing
Kataloginformation
Feldname Details
Dewey Class 621.382
Titel An introduction to compressed sensing (M) / M. Vidyasagar
Verfasser Vidyasagar, Mathukumalli , 1947-
Veröffentl Philadelphia : Siam , 2020
Physical Details xi, 341 pages ; 25 cm.
Reihe Computational science and engineering ; 22
ISBN 9781611976113
Summary Note "The intended audience for the book consists of those who are interested in applying the theory of compressed sensing to practical problems, as well as those whose aim is to make further advances in the theory"-- Provided by publisher.:
Contents note Mathematical preliminaries -- Compressed sensing : problem formulations -- Null-space based conditions -- Concepts from graph theory -- Deterministic construction of measurement matrices -- Probabilistic construction of measurement matrices -- Matrix recovery and completion -- Some recent approaches to vector recovery -- Optimization algorithms -- Case studies.
LINKS ZU 'VERWANDTEN WERKEN
  • Schlagwörter: .
  • Compressed sensing (Telecommunication) .
  • Signal processing - Mathematics .

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