Title :
Implementation-Oriented Model for Centralized Data-Fusion Cooperative Spectrum Sensing
Author :
Guimarães, Dayan Adionel ; De Souza, Rausley Adriano Amaral
Author_Institution :
Nat. Inst. of Telecommun. (Inatel), Santa Rita do Sapucaı, Brazil
fDate :
11/1/2012 12:00:00 AM
Abstract :
We propose a new model for a cognitive radio in the scenario of centralized data-fusion cooperative spectrum sensing. The model is grounded on a direct-conversion receiver architecture and was applied to four detection methods: the eigenvalue-based generalized likelihood ratio test, the maximum-minimum eigenvalue detection, the maximum eigenvalue detection and the energy detection. It is shown that the sensing performance under the conventional model typically adopted in the above scenario is overestimated when compared with the proposed one, which suggests that our model better suits for the spectrum sensing design and its performance assessment.
Keywords :
cognitive radio; cooperative communication; eigenvalues and eigenfunctions; radio receivers; radio spectrum management; sensor fusion; centralized data-fusion cooperative spectrum sensing design; cognitive radio; direct-conversion receiver architecture; eigenvalue- based generalized likelihood ratio test; energy detection; implementation-oriented model; maximum eigenvalue detection; maximum-minimum eigenvalue detection; performance assessment; Covariance matrix; Eigenvalues and eigenfunctions; Gain control; Integrated circuit modeling; Noise; Receivers; Sensors; Cognitive radio; cooperative spectrum sensing;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2012.092112.121614