Title :
Multiple testing for sequential probability ratio tests with application to multiband spectrum sensing
Author :
Suratman, F.Y. ; Zoubir, Abdelhak M.
Author_Institution :
Signal Process. Group, Tech. Univ. Darmstadt, Darmstadt, Germany
Abstract :
Literature on multiple testing is mostly concerned with fixed sample number testing. In this paper, we propose a sequential multiple testing procedure. This work is motivated by an application in multiband spectrum sensing for cognitive radio, in which a primary user or a cognitive radio user can use several bands at a time. The proposed procedure simultaneously controls the false alarm and miss detection rate not only for a single band, but also for the system (familywise). The common method to individually testing the hypotheses fails to achieve this. Furthermore, simulation results show that the proposed method has a smaller average sensing time (sample number) than Bonferroni´s procedure, which makes it suitable for the scenario at hand.
Keywords :
cognitive radio; probability; Bonferroni procedure; cognitive radio user; false alarm; fixed sample number testing; miss detection rate; multiband spectrum sensing; multiple testing procedure; primary user; sensing time; sequential probability ratio tests; Cognitive radio; Conferences; Indexes; Sensors; Signal processing; Testing; Wideband; Multiple testing procedure; cognitive radio; multiband spectrum sensing; sequential probability ratio tests;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
DOI :
10.1109/ICASSP.2014.6854235