Title :
Cooperative sensing with sequential ordered transmissions to secondary fusion center
Author :
Hesham, Laila ; Sultan, Ahmed ; Nafie, Mohammed ; Digham, Fadel
Author_Institution :
Wireless Intell. Networks Center (WINC), Nile Univ., Egypt
Abstract :
Successful spectrum sharing in a cognitive radio network depends on the correct and quick detection of primary activity. Cooperative spectrum sensing is therefore suggested to enhance the reliability of such detection. However, it renders another significant problem of increased detection delay and traffic burden. Moreover, efficient schemes for multi-sensor data fusion should be designed. In this paper, we employ sequential detection scheme together with ordered transmissions from cognitive detectors. We derive two sequential schemes, one that is capable of achieving the minimum probability of error, and another that trades-off performance with delay. For the latter we derive expressions for the likelihood functions of ordered observations and compute the thresholds via backward induction. Simulation results demonstrate the relative performance of the approaches proposed in the paper.
Keywords :
cognitive radio; cooperative communication; error statistics; sensor fusion; backward induction; cognitive detectors; cognitive radio network; cooperative spectrum sensing; likelihood functions; minimum probability of error; multisensor data fusion; primary activity; secondary fusion center; sequential detection scheme; sequential ordered transmissions; spectrum sharing; Cognitive radio; Delay; Detectors; Dynamic programming; Reliability; Signal to noise ratio; Cognitive Radio; cooperative spectrum sensing; detection delay; sequential detection;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2011.5946286