Title :
Cooperative sensing with ternary local decisions
Author :
Duan, Dongliang ; Yang, Liuqing
Author_Institution :
Dept. of Electr. & Comput. Eng., Colorado State Univ., Fort Collins, CO, USA
Abstract :
Cognitive radio is gaining increasingly interest as a promising solution to current spectrum resource shortage. Within various tasks of cognitive radio, spectrum sensing is the fundamental one, but is challenged by wireless channel fading. By collecting diversity among different users, cooperative sensing can overcome the fading problem very well. Usually, only the local binary decisions are available for sensing cooperation due to limitation of the channel bandwidth. However, in our previous work [1], we have shown that this strategy will either sacrifice diversity or signal-to-noise ratio (SNR) gain. In this paper, we will study cooperative sensing with ternary local decisions. Compared with the binary cooperative sensing, this strategy will can regain diversity and recover the extra SNR loss by appropriate threshold selection, without increasing the decision forwarding bandwidth.
Keywords :
cognitive radio; cooperative communication; decision theory; diversity reception; fading channels; SNR loss; binary cooperative sensing; channel bandwidth; cognitive radio; decision forwarding bandwidth; fading problem; signal-to-noise ratio; spectrum resource shortage; spectrum sensing; ternary local binary decisions; threshold selection; wireless channel fading; Bandwidth; Cognitive radio; Diversity methods; Fading; Sensors; Signal to noise ratio; cognitive radio; cooperative spectrum sensing; decision fusion; diversity gain; local ternary decision;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4673-0045-2
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2012.6288714