DocumentCode
3812862
Title
Reproducible research in signal processing
Author
Patrick Vandewalle;Jelena Kovacevic;Martin Vetterli
Volume
26
Issue
3
fYear
2009
Abstract
What should we do to raise the quality of signal processing publications to an even higher level? We believe it to be crucial to maintain the precision in describing our work in publications, ensured through a high-quality reviewing process. We also believe that if the experiments are performed on a large data set, the algorithm is compared to the state-of-the-art methods, the code and/or data are well documented and available online, we will all benefit and make it easier to build upon each other´s work. It is a clear win-win situation for our community: we will have access to more and more algorithms and can spend time inventing new things rather than recreating existing ones.
Keywords
"Signal processing","Signal processing algorithms","Scholarships","Digital signal processing","Wikipedia","Testing","Advertising","Programming","Education","Reproducibility of results"
Journal_Title
IEEE Signal Processing Magazine
Publisher
ieee
ISSN
1053-5888
Type
jour
DOI
10.1109/MSP.2009.932122
Filename
4815541
Link To Document