Compressed Sensing for Engineers Paperback / softback
by Angshul (Indraprastha Institute of Information Technology, Delhi, India) Majumdar
Part of the Devices, Circuits, and Systems series
Paperback / softback
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Description
Compressed Sensing (CS) in theory deals with the problem of recovering a sparse signal from an under-determined system of linear equations.
The topic is of immense practical significance since all naturally occurring signals can be sparsely represented in some domain.
In recent years, CS has helped reduce scan time in Magnetic Resonance Imaging (making scans more feasible for pediatric and geriatric subjects) and has also helped reduce the health hazard in X-Ray Computed CT.
This book is a valuable resource suitable for an engineering student in signal processing and requires a basic understanding of signal processing and linear algebra. Covers fundamental concepts of compressed sensingMakes subject matter accessible for engineers of various levelsFocuses on algorithms including group-sparsity and row-sparsity, as well as applications to computational imaging, medical imaging, biomedical signal processing, and machine learningIncludes MATLAB examples for further development
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In Stock - low on stock, only 1 copy remainingFree UK DeliveryEstimated delivery 2-3 working days
- Format:Paperback / softback
- Pages:292 pages
- Publisher:Taylor & Francis Ltd
- Publication Date:13/06/2022
- Category:
- ISBN:9781032338712
Information
-
In Stock - low on stock, only 1 copy remainingFree UK DeliveryEstimated delivery 2-3 working days
- Format:Paperback / softback
- Pages:292 pages
- Publisher:Taylor & Francis Ltd
- Publication Date:13/06/2022
- Category:
- ISBN:9781032338712