Orthogonal Least Squares Algorithms for Sparse Signal Reconstruction

Version 1.0.0.0 (15.7 KB) by Angshul Majumdar
Greedy Algorithms for Underdetermined but Sparse Solutions
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3.6K Downloads
Updated 29 Jan 2009

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Added after previous version
ols_gp: Sparse reconstruction by Orthogonal Least Squares followed by Gradient Pursuit
ols_nomp: Sparse reconstruction by Orthogonal Least Squares followed by Approximate Conjugate Gradient Pursuit
ols_pcgp: Sparse reconstruction by Orthogonal Least Squares followed by Partial Conjugate Gradient Pursuit

Cite As

Angshul Majumdar (2025). Orthogonal Least Squares Algorithms for Sparse Signal Reconstruction (https://www.mathworks.com/matlabcentral/fileexchange/22828-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