Orthogonal Least Squares Algorithms for Sparse Signal Reconstruction

Version 1.0.0.0 (4.28 KB) by Angshul Majumdar
Greedy Algorithms for Underdetermined but Sparse Solutions
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2.7K Downloads
Updated 25 Jan 2009

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OLS - Orthogonal Least Squares: Proposed by T. Blumensath, M. E. Davies
StOLS - Stagewise OLS: Combining StOMP ideas with OLS
ROLS - Regularized OLS: Combining ROMP ideas with OLS

Cite As

Angshul Majumdar (2025). Orthogonal Least Squares Algorithms for Sparse Signal Reconstruction (https://www.mathworks.com/matlabcentral/fileexchange/22776-orthogonal-least-squares-algorithms-for-sparse-signal-reconstruction), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2007a
Compatible with any release
Platform Compatibility
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SparseOLS/

Version Published Release Notes
1.0.0.0