Sparse Signal Recovery Using Iterative Proximal Projection

DOI10.1109/TSP.2017.2778695zbMath1414.94214MaRDI QIDQ4621600

Saikat Chatterjee, Mostafa Sadeghi, Massoud Babaie-Zadeh, Fateme Ghayem, Mikael Skoglund, Christian Jutten

Publication date: 12 February 2019

Published in: IEEE Transactions on Signal Processing (Search for Journal in Brave)

Mathematics Subject Classification ID

Signal theory (characterization, reconstruction, filtering, etc.) (94A12)

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Conjugate gradient hard thresholding pursuit algorithm for sparse signal recovery ⋮ Nonconvex optimization with inertial proximal stochastic variance reduction gradient ⋮ Framework for segmented threshold \(\ell_0\) gradient approximation based network for sparse signal recovery ⋮ A class of modified accelerated proximal gradient methods for nonsmooth and nonconvex minimization problems ⋮ Patch-based weighted SCAD prior for compressive sensing ⋮ Inertial proximal gradient methods with Bregman regularization for a class of nonconvex optimization problems ⋮ Patch-based weighted SCAD prior for Rician noise removal ⋮ Maximum likelihood iterative identification approaches for multivariable equation-error moving average systems

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