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Spectrum sensing via universal source coding
- Source :
- GLOBECOM
- Publication Year :
- 2012
- Publisher :
- IEEE, 2012.
-
Abstract
- We consider nonparametric sequential hypothesis testing when the distribution under null hypothesis is fully known and the alternate hypothesis corresponds to some other unknown distribution. We use easily implementable universal lossless source codes to propose simple algorithms for such a setup. These algorithms are motivated from spectrum sensing application in Cognitive Radios. Universal sequential hypothesis testing using Lempel Ziv codes and Krichevsky-Trofimov estimator with Arithmetic Encoder are considered and compared for different distributions. Cooperative spectrum sensing with multiple Cognitive Radios using universal codes is also considered.
Details
- Database :
- OpenAIRE
- Journal :
- 2012 IEEE Global Communications Conference (GLOBECOM)
- Accession number :
- edsair.doi.dedup.....54137de956b1eaf2c2f1a42cdac04de7
- Full Text :
- https://doi.org/10.1109/glocom.2012.6503327