Title :
On the effectiveness of the Gaussian approximation in cognitive radio systems with fading channels
Author :
Ban, Tae Won ; Choi, Wan
Author_Institution :
Access Network Strategy Group, Korea Telecom (KT), Seoul, South Korea
Abstract :
In cognitive radio (CR) systems, the Gaussian approximation (GA) has been widely used in determining the optimal threshold for spectrum sensing owing to its analytical simplicity because the GA has been known to be accurate when the number of samples is large. However, this paper shows that if the received signals are weak, the determined sensing threshold by the GA causes significant performance degradation of CR systems even when the number of received samples is large. We analytically quantify the degradation in terms of throughput efficiency and show that the threshold for spectrum sensing should be determined by an exact distribution which is derived in this paper if the received signals are weak.
Keywords :
Gaussian processes; cognitive radio; fading channels; signal detection; Gaussian approximation; cognitive radio systems; determined sensing threshold; fading channels; received samples; spectrum sensing; Cognitive radio; Degradation; Fading; Random variables; Sensors; Throughput; Cognitive radio; Gaussian approximation; spectrum sensing;
Conference_Titel :
Communications (APCC), 2011 17th Asia-Pacific Conference on
Conference_Location :
Sabah
Print_ISBN :
978-1-4577-0389-8
DOI :
10.1109/APCC.2011.6152832