Nearly Optimal Bounds for Orthogonal Least Squares

DOI10.1109/TSP.2017.2728502zbMath1415.94281arXiv1611.07628MaRDI QIDQ4628083

Jian Wang, QinYu Zhang, Jinming Wen

Publication date: 6 March 2019

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

Full work available at URL: https://arxiv.org/abs/1611.07628

Mathematics Subject Classification ID

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

Related Items (7)

Required Number of Iterations for Sparse Signal Recovery via Orthogonal Least Squares ⋮ Unconstrained \(\ell_1\)-\(\ell_2\) minimization for sparse recovery via mutual coherence ⋮ A new sufficient condition for sparse recovery with multiple orthogonal least squares ⋮ Performance analysis for unconstrained analysis based approaches* ⋮ Binary sparse signal recovery with binary matching pursuit ^* ⋮ Perturbation Analysis of Orthogonal Least Squares ⋮ Generalized singular value thresholding operator based nonconvex low-rank and sparse decomposition for moving object detection

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