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Compressed sensing for phase retrieval

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タイトル: Compressed sensing for phase retrieval
著者: Newton, Marcus C. 著作を一覧する
発行日: 2012年 5月
出版者: American Physical Society
誌名: Physical Review E
巻: 85
号: 5
開始ページ: 056706
出版社 DOI: 10.1103/PhysRevE.85.056706
抄録: To date there are several iterative techniques that enjoy moderate success when reconstructing phase information, where only intensity measurements are made. There remains, however, a number of cases in which conventional approaches are unsuccessful. In the last decade, the theory of compressed sensing has emerged and provides a route to solving convex optimisation problems exactly via ℓ1-norm minimization. Here the application of compressed sensing to phase retrieval in a nonconvex setting is reported. An algorithm is presented that applies reweighted ℓ1-norm minimization to yield accurate reconstruction where conventional methods fail.
Rights: ©2012 American Physical Society
資料タイプ: article
出現コレクション:雑誌発表論文等 (Peer-reviewed Journal Articles, etc)

提供者: Newton Marcus Christian


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