Sparse Representations for Structured Noise Filtering

Details Sparse Representations for Structured Noise Filtering Sparse Representations for Structured Noise Filtering

2007-09-16

arxiv.org/abs/0709.2475v1

Mathematics

Functional Analysis

Scientific paper

The role of sparse representations in the context of structured noise filtering is discussed. A strategy, especially conceived so as to address problems of an ill posed nature, is presented. The proposed approach revises and extends the Oblique Matching Pursuit technique. It is shown that, by working with an orthogonal projection of the signal to be filtered, it is possible to apply orthogonal matching pursuit like strategies in order to accomplish the required signal discrimination

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