Title :
A novel threshold selection for hypotheses tests in cognitive radios
Author :
Waadt, Andreas ; Viesmann, A. ; Kocks, Christian ; Spiegel, Christoph ; Burnic, Admir ; BRUCK, Guido H. ; Jung, Peter ; Lim, Euntaek ; Lee, Hyeon Woo
Author_Institution :
Lehrstuhl fur Kommunikations Tech., Univ. Duisburg-Essen, Duisburg, Germany
Abstract :
Spectrum sensing is a central part in a cognitive radio and therefore a thorough design of a spectrum sensor is of highest priority. Here, a novel implementation of a spectrum sensing technique, using a generalized version of the Neyman Pearson test, is considered. This novel implementation overcomes the usual prerequisite of the known noise power. This benefit is achieved by normalizing the signal and accurately calculated the threshold for that particular hypothesis which reflects the absence of the useful signal, usually termed hypothesis H2. It is shown by simulation results that the performance of the novel detector is promising.
Keywords :
cognitive radio; statistical analysis; Neyman Pearson test; cognitive radios; hypotheses tests; spectrum sensing; threshold selection; Cognitive radio; Detectors; Electronic equipment testing; Hydrogen; RF signals; Signal detection; Signal to noise ratio; Standards development; System testing; TV; ATSC (Advanced Television Systems Committee); Cognitive Radio; Neyman-Pearson Test; Spectrum Sensing;
Conference_Titel :
Applied Sciences in Biomedical and Communication Technologies, 2009. ISABEL 2009. 2nd International Symposium on
Conference_Location :
Bratislava
Print_ISBN :
978-1-4244-4640-7
Electronic_ISBN :
978-1-4244-4641-4
DOI :
10.1109/ISABEL.2009.5373689