A Mathematical Introduction To Compressive Sensing

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    A Mathematical Introduction to Compressive Sensing
    By: Simon Foucart; Holger Rauhut
    Publisher:
    Birkhäuser
    Print ISBN: 9780817649470, 0817649476
    eText ISBN: 9780817649487, 0817649484
    Copyright year: 2013
    Format: EPUB
    Available from $ 84.99 USD
    SKU 9780817649487
    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 domains. In the areas of applied mathematics, electrical engineering, and theoretical computer science, an explosion of research activity has already followed the theoretical results that highlighted the efficiency of the basic principles. The elegant ideas behind these principles are also of independent interest to pure mathematicians. A Mathematical Introduction to Compressive Sensing gives a detailed account of the core theory upon which the field is build. With only moderate prerequisites, it is an excellent textbook for graduate courses in mathematics, engineering, and computer science. It also serves as a reliable resource for practitioners and researchers in these disciplines who want to acquire a careful understanding of the subject. A Mathematical Introduction to Compressive Sensing uses a mathematical perspective to present the core of the theory underlying compressive sensing.
     

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