Compressed Sensing Eldar Yonina C. Technion - Israel Institute of Technology Haifa
Compressed Sensing Eldar Yonina C. Technion - Israel Institute of Technology Haifa Compressed sensing is an exciting, rapidly growing field, attracting considerable attention in electrical…
Specifikacia Compressed Sensing Eldar Yonina C. Technion - Israel Institute of Technology Haifa
Compressed Sensing Eldar Yonina C. Technion - Israel Institute of Technology Haifa
Compressed sensing is an exciting, rapidly growing field, attracting considerable attention in electrical engineering, applied mathematics, statistics and computer science. After a thorough review of the basic theory, many cutting-edge techniques are presented, including advanced signal modeling, sub-Nyquist sampling of analog signals, non-asymptotic analysis of random matrices, adaptive sensing, greedy algorithms and use of graphical models. This book provides the first detailed introduction to the subject, highlighting recent theoretical advances and a range of applications, as well as outlining numerous remaining research challenges.
Key background information and clear definitions make this an ideal resource for researchers, graduate students and practitioners All chapters are written by leading researchers in the field, and consistent style and notation are utilized throughout.