Title :
Spectrum sensing based on STBC higher order statistics for cognitive radio systems
Author :
Ben Hadj Hmida, Asma ; Cherif, Sofiane ; Besbes, Hichem
Author_Institution :
Eng. Sch. of Commun. of Tunis (Sup´´Com), Univ. of Carthage, Tunis, Tunisia
fDate :
March 29 2012-April 1 2012
Abstract :
In this paper, we treat the orthogonal space-time block coded signals. Those codes present a redundancy that can be exploited for the enhancement of the detection. We first study the classical energy detector based STBC and prove the benefits of spatial diversity in enhancing the capability of signal detection. Taking advantage of the Alamouti code structure, we propose two statistical metric tests based on high order moments and we evaluate their performances. Simulations results show that the proposed algorithms intend to offer better performance compared to the classical energy detector. Indeed, the first proposed metric test improves the performance in terms of the accuracy of the detection. In fact, the detection probability is improved by almost 18% at 1% false alarm. In the other hand, the second proposed metric offers better performance in terms of robustness to the noise uncertainty, 80% compared to the classical energy detector for an uncertainty level equal to 1 and 2dB.
Keywords :
cognitive radio; diversity reception; higher order statistics; performance evaluation; radio spectrum management; redundancy; signal detection; space-time block codes; statistical testing; Alamouti code structure; STBC higher order statistics; classical energy detector; cognitive radio systems; detection enhancement; detection probability; high order moments; noise uncertainty; orthogonal space-time block coded signals; performance evaluation; redundancy; robustness; signal detection; spatial diversity; spectrum sensing; statistical metric tests; uncertainty level; Detectors; Measurement; Signal to noise ratio; Uncertainty; Alamouti Codes; Cognitive Radio; Energy Detector; High Order Statistics; Spectrum Sensing;
Conference_Titel :
Communications and Networking (ComNet), 2012 Third International Conference on
Conference_Location :
Hammamet
Print_ISBN :
978-1-4673-1007-9
Electronic_ISBN :
978-1-4673-1006-2
DOI :
10.1109/ComNet.2012.6217748