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Compressed Sensing and its Applications - MATHEON Workshop 2013 (Hardcover, 1st ed. 2015)
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Compressed Sensing and its Applications - MATHEON Workshop 2013 (Hardcover, 1st ed. 2015)
Series: Applied and Numerical Harmonic Analysis
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Since publication of the initial papers in 2006, compressed sensing
has captured the imagination of the international signal processing
community, and the mathematical foundations are nowadays quite well
understood. Parallel to the progress in mathematics, the potential
applications of compressed sensing have been explored by many
international groups of, in particular, engineers and applied
mathematicians, achieving very promising advances in various areas
such as communication theory, imaging sciences, optics, radar
technology, sensor networks, or tomography. Since many applications
have reached a mature state, the research center MATHEON in Berlin
focusing on "Mathematics for Key Technologies", invited leading
researchers on applications of compressed sensing from mathematics,
computer science, and engineering to the "MATHEON Workshop 2013:
Compressed Sensing and its Applications" in December 2013. It was
the first workshop specifically focusing on the applications of
compressed sensing. This book features contributions by the plenary
and invited speakers of this workshop. To make this book accessible
for those unfamiliar with compressed sensing, the book will not
only contain chapters on various applications of compressed sensing
written by plenary and invited speakers, but will also provide a
general introduction into compressed sensing. The book is aimed at
both graduate students and researchers in the areas of applied
mathematics, computer science, and engineering as well as other
applied scientists interested in the potential and applications of
the novel methodology of compressed sensing. For those readers who
are not already familiar with compressed sensing, an introduction
to the basics of this theory will be included.
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