Compressed Sensing & Sparse Filtering

• Corporate Author: SpringerLink (Online service)
• Other Authors: Carmi, Avishy Y. (Editor), Mihaylova, Lyudmila (Editor), Godsill, Simon J. (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
• Series: Signals and Communication Technology,
• Subjects: Engineering.; Numerical analysis.; Algorithms.; Complexity, Computational.; Signal, Image and Speech Processing.; Numeric Computing.; Mathematics of Algorithmic Complexity.; Complexity.

This book is aimed at presenting concepts, methods and algorithms ableto cope with undersampled and limited data. One such trend that recently gained popularity and to some extent revolutionised signal processing is compressed sensing. Compressed sensing builds upon the observation that many signals...