A Mathematical Introduction to Compressive Sensing Simon Foucart and Holger Rauhut is an English-language textbook focused on the mathematical foundations of compressive sensing. This reference work is suitable for students and researchers in mathematics, engineering, and computer science.
Compressive sensing is a rapidly growing research area at the intersection of mathematics, engineering, and computer science. This book provides a clear and thorough introduction to the theoretical foundations behind this method, enabling data acquisition and compression at the same time. Thanks to its accessible mathematical approach, it is well suited as a textbook for graduate programs and as a reference for professionals.
The content connects to topics such as numerical analysis, applied mathematics, and electrical engineering. With this, this mathematical introduction supports a deep understanding of compressive sensing across various scientific disciplines.
Series: Applied and Numerical Harmonic Analysis