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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Cartis, C, Thompson, A
التنسيق: Journal article
منشور في: IEEE 2015