Referenced Items are not available for this document.
The number of available algorithms for the so-called Basis Pursuit Denoising problem (or the related LASSO-problem) is large and keeps growing. Similarly, the number of experiments to evaluate and compare these algorithms on different instances is growing. In this correspondence, we present a method to produce instances with exact solutions that is based on a simple observation, related to the so-called source condition from sparse regularization.
Published in:
Signal Processing, IEEE Transactions on
(Volume:61
,
Issue:
5
)
Date of Publication: March1, 2013
- Page(s):
- 1210 - 1214
- ISSN :
- 1053-587X
- INSPEC Accession Number:
- 13306730
- Digital Object Identifier :
- 10.1109/TSP.2012.2236322
- Product Type:
- Journals & Magazines
- Date of Publication :
- 31 December 2012
- Date of Current Version :
- 12 February 2013
- Issue Date :
- March1, 2013
- Sponsored by :
- IEEE Signal Processing Society
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