Greedy Algorithms and Greedy Analysis Pursuit for Non-linear sparse recovery
First part of this work represents modifications in the existing OMP and COSAMP greedy algorithms so that they can effectively recover even in the Non linear sparse scenarios such as exponential and logarithmic. (contains minor changes to the work posted earlier)
Second part of this work represents modifications to Analysis prior counter part of Greedy Algorithms that is Greedy Analysis Pursuit (GAP) so that they can effectively work for Non-linear sparse scenario. The signal is cosparse. Sparco toolbox is used: http://www.cs.ubc.ca/labs/scl/sparco/
Cite As
Kavya Gupta (2024). Greedy Algorithms and Greedy Analysis Pursuit for Non-linear sparse recovery (https://www.mathworks.com/matlabcentral/fileexchange/48786-greedy-algorithms-and-greedy-analysis-pursuit-for-non-linear-sparse-recovery), MATLAB Central File Exchange. Retrieved .
MATLAB Release Compatibility
Platform Compatibility
Windows macOS LinuxCategories
- MATLAB > Mathematics > Sparse Matrices >
Tags
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!Discover Live Editor
Create scripts with code, output, and formatted text in a single executable document.
GA&GAP/NLGAP/
GA&GAP/NLGreedy algo/
Version | Published | Release Notes | |
---|---|---|---|
1.0.0.0 |