DocumentCode :
643773
Title :
A unified MGF based approach to the analysis of area under the ROC curve of energy detection over generalized fading channels
Author :
Qinghua Shi
Author_Institution :
Dept. of Electron. Eng., Univ. of Electro-Commun., Chofu, Japan
fYear :
2013
fDate :
5-8 Aug. 2013
Firstpage :
1
Lastpage :
4
Abstract :
The performance of energy detection, in terms of the area under receiver operating characteristic (AUC), is investigated. By using its contour integral representation, the generalized Marcum Q-function is reformulated as an analytically attractive exponential integral, which in turn allows for a unified moment generating function (MGF) based approach to the AUC analysis of energy detection in an arbitrarily fading channel. The proposed MGF approach is then modified to include square-law combining (SLC) diversity and is further extended to address partial AUC with SLC.
Keywords :
diversity reception; fading channels; integral equations; radio receivers; AUC; Marcum Q-function; ROC curve; SLC diversity; area under receiver; contour integral representation; energy detection; generalized fading channels; receiver operating characteristic; square-law combining diversity; unified MGF based approach; unified moment generating function; Covariance matrices; Diversity reception; Fading; Performance analysis; Signal to noise ratio; Wireless communication; Wireless sensor networks; Generalized Marcum Q-function; energy detection; moment generating function;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing, Communication and Computing (ICSPCC), 2013 IEEE International Conference on
Conference_Location :
KunMing
Type :
conf
DOI :
10.1109/ICSPCC.2013.6664093
Filename :
6664093
Link To Document :
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