A Mathematical Introduction to Compressive Sensing

• Main Authors: Foucart, Simon (Author), Rauhut, Holger (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York : Imprint: Birkhäuser, 2013.
• Series: Applied and Numerical Harmonic Analysis,
• Subjects: Mathematics.; Computer science > Mathematics.; Functional analysis.; Computer mathematics.; Electrical engineering.; Computational Science and Engineering.; Signal, Image and Speech Processing.; Math Applications in Computer Science.; Communications Engineering, Networks.; Functional Analysis.

At the intersection of mathematics, engineering, and computer science sits the thriving field of compressive sensing. Based on the premise that data acquisition and compression can be performed simultaneously, compressive sensing finds applications in imaging, signal processing, and many other domai...