A new and improved quantitative recovery analysis for iterative hard thresholding algorithms in compressed sensing
We present a new recovery analysis for a standard compressed sensing algorithm, Iterative Hard Thresholding (IHT) (Blumensath and Davies, 2008), which considers the fixed points of the algorithm. In the context of arbitrary measurement matrices, we derive a sufficient condition for the convergence o...
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| Format: | Journal article |
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IEEE
2015
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