Download e-book for kindle: Compressed Sensing by Yonina C. Eldar,Gitta Kutyniok

By Yonina C. Eldar,Gitta Kutyniok

Compressed sensing is an exhilarating, quickly becoming box, attracting significant awareness in electric engineering, utilized arithmetic, information and computing device technological know-how. This ebook offers the 1st designated advent to the topic, highlighting contemporary theoretical advances and a number of purposes, in addition to outlining quite a few final learn demanding situations. After a radical evaluation of the fundamental idea, many state-of-the-art recommendations are provided, together with complicated sign modeling, sub-Nyquist sampling of analog signs, non-asymptotic research of random matrices, adaptive sensing, grasping algorithms and use of graphical types. All chapters are written by way of best researchers within the box, and constant kind and notation are applied all through. Key heritage info and transparent definitions make this an incredible source for researchers, graduate scholars and practitioners eager to sign up for this intriguing examine quarter. it might additionally function a supplementary textbook for classes on desktop imaginative and prescient, coding idea, sign processing, photo processing and algorithms for effective information processing.

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Compressed Sensing by Yonina C. Eldar,Gitta Kutyniok

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