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An introduction to compressed sensing / M. Vidyasagar.
- Format:
- Book
- Author/Creator:
- Vidyasagar, M. (Mathukumalli), 1947- author.
- Series:
- Computational science and engineering.
- Computational science and engineering ; 22
- Language:
- English
- Subjects (All):
- Signal processing.
- Wavelets (Mathematics).
- Compressed sensing (Telecommunication).
- Physical Description:
- 1 PDF (xii, 341 pages).
- Place of Publication:
- Philadelphia, Pennsylvania : Society for Industrial and Applied Mathematics (SIAM, 3600 Market Street, Floor 6, Philadelphia, PA 19104), [2019]
- System Details:
- Mode of access: World Wide Web.
- System requirements: Adobe Acrobat Reader.
- Summary:
- "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:
- 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.
- Notes:
- Includes bibliographical references and index.
- Description based on title page of print version.
- ISBN:
- 1-61197-612-X
- OCLC:
- 1124080081
- Publisher Number:
- CS22 SIAM
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