An Introduction to Compressed Sensing

Lingua: inglese

Editore: Hindustan Book Agency, 2021

8195196101 / 9788195196104

Da: Vedams eBooks (P) Ltd, New Delhi, IndiaVedams eBooks (P) Ltd

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Descrizione dell’articolo da parte del venditore

Contents: Preface. 1. Mathematical Preliminaries. 2. Compressed Sensing: Problem Formulations. 3. Null Space Based Conditions. 4. Concepts from Graph Theory. 5. Deterministic Construction of Measurement Matrices. 6. Probabilistic Construction of Measurement Matrices. 7. Matrix Recovery and Completion. 8. Some Recent Approaches to Vector Recovery. 9. Optimization Algorithms. 10. Case Studies. Bibliography. Index. Compressed sensing is a relatively recent area of research that refers to the recovery of high-dimensional but low-complexity objects from a limited number of measurements. The topic has applications to signal/image processing and computer algorithms, and it draws from a variety of mathematical techniques such as graph theory, probability theory, linear algebra, and optimization. The author presents significant concepts never before discussed as well as new advances in the theory, providing an in-depth initiation to the field of compressed sensing. An Introduction to Compressed Sensing contains substantial material on graph theory and the design of binary measurement matrices, which is missing in recent texts despite being poised to play a key role in the future of compressed sensing theory covers several new developments in the field and is the only book to thoroughly study the problem of matrix recovery; and supplies relevant results alongside their proofs in a compact and streamlined presentation that is easy to navigate. The core audience for this book is engineers, computer scientists, and statisticians who are interested in compressed sensing. Professionals working in image processing, speech processing, or seismic signal processing will also find the book of interest.…

Codice articolo 135743A

Dati bibliografici

Titolo
An Introduction to Compressed Sensing
Autore
M. Vidyasagar
Editore
Hindustan Book Agency
Anno di pubblicazione
2021
Condizione
New
Rilegatura
Soft cover
Lingua
inglese
ISBN 10
8195196101
ISBN 13
9788195196104

Vedams eBooks (P) Ltd

New Delhi, India

Venditore con 4 stelle

Venditore AbeBooks dal 30 gennaio 2009

Tariffe di spedizione da India a U.S.A.

ArticoloDa 20 a 24 giorni lavorativiDa 4 a 7 giorni lavorativi
Primo articoloEUR 17,50EUR 32,00
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