COMPRESSED SENSING FOR ENGINEERS
11,915.00₹ 15,950.00₹
- Author: ANGSHUL MAJUMDAR
- ISBN: 9780815365563
- Availability: In Stock
Buy COMPRESSED SENSING FOR ENGINEERS | Technical Books
ABOUT THE BOOK
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 sensing
- Makes
subject matter accessible for engineers of various levels
- Focuses
on algorithms including group-sparsity and row-sparsity, as well as
applications to computational imaging, medical imaging, biomedical signal
processing, and machine learning
- Includes MATLAB examples for further development
TABLE OF CONTENTS