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...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Cartis, C, Thompson, A
स्वरूप: Journal article
प्रकाशित: IEEE 2015