An introduction to compressed sensing:

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 approache...

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Bibliographische Detailangaben
1. Verfasser: Vidyasagar, Mathukumalli 1947- (VerfasserIn)
Format: Buch
Sprache:English
Veröffentlicht: Philadelphia SIAM, Society for Industrial and Applied Mathematics [2020]
Schriftenreihe:Computational science and engineering 22
Schlagworte:
Zusammenfassung: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
Beschreibung:Includes bibliographical references and index
Beschreibung:xi, 341 Seiten
ISBN:9781611976113

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