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On the Recovery Limit of Sparse Signals Using Orthogonal Matching Pursuit

by: Jian Wang, Byonghyo Shim
Signal Processing, IEEE Transactions on, Vol. 60, No. 9. (2012), pp. 4973-4976, doi:10.1109/tsp.2012.2203124  Key: citeulike:11064069

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Abstract

Orthogonal matching pursuit (OMP) is a greedy search algorithm popularly being used for the recovery of compressive sensed sparse signals. In this correspondence, we show that if the isometry constant δ


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