| 书目名称 | Compressed Sensing and its Applications | | 副标题 | Second International | | 编辑 | Holger Boche,Giuseppe Caire,Rudolf Mathar | | 视频video | | | 概述 | Explores many of the novel applications of compressed sensing developed since the previous MATHEON Workshop in 2013.Chapters written by leading researchers in compressed sensing with backgrounds in ma | | 丛书名称 | Applied and Numerical Harmonic Analysis | | 图书封面 |  | | 描述 | This contributed volume contains articles written by the plenary and invited speakers from the second international MATHEON Workshop 2015 that focus on applications of compressed sensing. Article authors address their techniques for solving the problems of compressed sensing, as well as connections to related areas like detecting community-like structures in graphs, curbatures on Grassmanians, and randomized tensor train singular value decompositions. Some of the novel applications covered include dimensionality reduction, information theory, random matrices, sparse approximation, and sparse recovery. .This 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 exploring the potential applications for the novel methodology of compressed sensing. An introduction to the subject of compressed sensing is also provided for researchers interested in the field who are not as familiar with it. . | | 出版日期 | Book 2017 | | 关键词 | Compressed Sensing; Dimensionality Reduction; Information Theory; Random Matrices; Sparse Approximation; | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-319-69802-1 | | isbn_softcover | 978-3-319-88845-3 | | isbn_ebook | 978-3-319-69802-1Series ISSN 2296-5009 Series E-ISSN 2296-5017 | | issn_series | 2296-5009 | | copyright | Springer International Publishing AG 2017 |
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发表于 2025-3-21 19:07:37
