Compressive Sensing for Sparse Approximations: Constructions, Algorithms, and Analysis

Compressive sensing is an emerging research field that has applications in signal processing, error correction, medical imaging, seismology, and many more other areas. It promises to efficiently recover a sparse signal vector via a much smaller number of linear measurements than its dimension. Natur...

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Bibliographic Details
Main Author: Xu, Weiyu
Format: Dissertation
Language:English
Published: ProQuest Dissertations & Theses 01.01.2010
Subjects:
ISBN:1267424699, 9781267424693
Online Access:Get full text
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