Title :
Spectrum sensing via universal source coding
Author :
Sreedharan, J.K. ; Sharma, Vishal
Author_Institution :
Dept. of Electr. Commun. Eng., Indian Inst. of Sci., Bangalore, India
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.
Keywords :
cognitive radio; cooperative communication; source coding; Krichevsky-Trofimov estimator; Lempel Ziv codes; arithmetic encoder; cognitive radios; cooperative spectrum sensing; nonparametric sequential hypothesis testing; universal lossless source codes; Cognitive Radio; Sequential Hypothesis Testing; Spectrum Sensing; Universal Source Codes; Universal Testing;
Conference_Titel :
Global Communications Conference (GLOBECOM), 2012 IEEE
Conference_Location :
Anaheim, CA
Print_ISBN :
978-1-4673-0920-2
Electronic_ISBN :
1930-529X
DOI :
10.1109/GLOCOM.2012.6503327