Title :
Energy detector´s performance analysis over the wireless channels with composite multipath fading and shadowing effects using the AUC approach
Author :
Alam, S. ; Annamalai, A.
Author_Institution :
ECE Dept., Prairie View A&M Univ., Prairie View, TX, USA
Abstract :
In this paper, energy detector´s performance over the wireless channels with composite multipath fading and shadowing effects is analyzed using the area under the receiver operating characteristic (ROC) curve (AUC) in contrast to the conventional ROC measurement. AUC is a single statistical parameter which can be used to describe energy detector´s performance more meaningfully. An energy detector may not see the transmitter due to the shadowing and fading. Generalized-K (KG) distribution is considered to describe the composite effects because of its simplicity than the other available models such as the Nakagami-lognormal distribution. The analysis is then extended to the cases with diversity receptions including maximal ratio combining (MRC), square law combining (SLC), and selection combining (SC) as the representative of diverse receiver combining techniques. The developed framework is very simple and the analytical results could be used readily to design energy detection based cognitive radio network. Energy detector´s performance analysis with the AUC parameter over the composite effects is new and thus this work contributes significantly in the wireless communications areas.
Keywords :
Nakagami channels; cognitive radio; diversity reception; log normal distribution; multipath channels; radio receivers; radio transmitters; sensitivity analysis; wireless channels; AUC parameter; Nakagami-log normal distribution; ROC measurement; composite multipath fading; diverse receiver combining techniques; energy detection-based cognitive radio network; energy detector performance analysis; maximal ratio combining; receiver operating characteristic curve; selection combining; shadowing effects; square law combining; statistical parameter; wireless channels; wireless communications areas; Collaboration; Energy measurement; Fading; Reliability; Shadow mapping; Wireless communication; Wires; Area under ROC curve; energy detector; generalized-K distribution; shadowing;
Conference_Titel :
Consumer Communications and Networking Conference (CCNC), 2012 IEEE
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4577-2070-3
DOI :
10.1109/CCNC.2012.6181162