Analysis of orthogonal multi-matching pursuit under restricted isometry property (Q477291)
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scientific article; zbMATH DE number 6376279
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Analysis of orthogonal multi-matching pursuit under restricted isometry property |
scientific article; zbMATH DE number 6376279 |
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Analysis of orthogonal multi-matching pursuit under restricted isometry property (English)
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3 December 2014
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This paper considers the reconstruction of a signal from fewer linear observations. The orthogonal matching pursuit algorithm under the restricted isometry property is widely used among the recovery algorithms. The orthogonal multi-matching pursuit algorithm is a natural extension of the standard orthogonal matching pursuit. The author analyzes the performance of the orthogonal multi-matching pursuit for the \(l_2\) bounded and \(l_{\infty}\) bounded noisy cases.
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sparse recovery
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orthogonal matching pursuit
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restricted isometry property
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signal reconstruction
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algorithm
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0.9806288
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