Title :
Wishart and pseudo Wishart matrix Eigenvalue distributions for Cooperative Cognitive Radio sensing
Author :
Mohamad, Usama Y. ; Dahlhaus, Dirk
Author_Institution :
Commun. Lab., Univ. of Kassel, Kassel, Germany
Abstract :
In this paper, Cognitive Radio sensing Based on the joint distribution of pseudo WIshart matrix Eigenvalues (CRAB-WISE) is extended to include Wishart matrix based sensing to improve the performance of detecting a primary user signal in an interweave CR scenario. The resulting filter-bank based scheme is applied in a cooperative sensing approach where J users transmit their individual sensing decisions to a fusion center applying different combining methods for the joint decision. The performance of the scheme is evaluated for different system parameter values including wireless channels with Nakagami-m fading. It turns out that the extended sensing approach outperforms CRABWISE with and without cooperation. Furthermore, cooperation leads to a substantial improvement as compared to the non-cooperative case in the aforementioned fading channels.
Keywords :
Nakagami channels; channel bank filters; cognitive radio; cooperative communication; eigenvalues and eigenfunctions; matrix algebra; CRAB-WISE; Cognitive Radio sensing Based on the joint distribution of pseudo WIshart matrix Eigenvalues; Nakagami-m fading; cooperative cognitive radio sensing; cooperative sensing approach; filter-bank scheme; noncooperative sensing; primary user signal; wireless channels; Covariance matrices; Eigenvalues and eigenfunctions; Fading; Joints; Optimized production technology; Sensors; Vectors;
Conference_Titel :
Wireless and Mobile Computing, Networking and Communications (WiMob), 2014 IEEE 10th International Conference on
Conference_Location :
Larnaca
DOI :
10.1109/WiMOB.2014.6962158