Area under ROC curve of energy detection over generalized fading channels

Alireza Bagheri, Paschalis C. Sofotasios, Theodoros A. Tsiftsis, Ali Shahzadi, Steven Freear, Mikko Valkama

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Abstract

A fast and reliable detection scheme is essential in several wireless applications such as radar and cognitive radio systems. Energy detection is such a method as it does not require a priori information of the received signal while it exhibits low implementation complexity and costs. Since the detection capability of ED is largely affected by the effects of multipath fading, this paper is devoted to a thorough analysis of energy detection based spectrum sensing over generalized fading conditions. To this end, analytical expressions are firstly derived using the area under the receiver operating characteristic curve (AUC) under additive white Gaussian noise. This analysis is subsequently extended to the case of generalized fading conditions characterized by k - μ and η - μ fading distributions. The offered results are novel and are employed in analyzing the corresponding performance. It is shown that fading phenomena result to detrimental effects on the performance of spectrum sensing since the deviation between severe and non-severe conditions is rather substantial.

Original languageEnglish
Title of host publicationIEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages656-661
Number of pages6
Volume2015-December
ISBN (Print)9781467367820
DOIs
Publication statusPublished - Dec 1 2015
Externally publishedYes
Event26th IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, PIMRC 2015 - Hong Kong, China
Duration: Aug 30 2015Sep 2 2015

Other

Other26th IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, PIMRC 2015
CountryChina
CityHong Kong
Period8/30/159/2/15

Fingerprint

Multipath fading
Radio systems
Cognitive radio
Fading channels
Radar
Costs

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

Cite this

Bagheri, A., Sofotasios, P. C., Tsiftsis, T. A., Shahzadi, A., Freear, S., & Valkama, M. (2015). Area under ROC curve of energy detection over generalized fading channels. In IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC (Vol. 2015-December, pp. 656-661). [7343380] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/PIMRC.2015.7343380

Area under ROC curve of energy detection over generalized fading channels. / Bagheri, Alireza; Sofotasios, Paschalis C.; Tsiftsis, Theodoros A.; Shahzadi, Ali; Freear, Steven; Valkama, Mikko.

IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC. Vol. 2015-December Institute of Electrical and Electronics Engineers Inc., 2015. p. 656-661 7343380.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bagheri, A, Sofotasios, PC, Tsiftsis, TA, Shahzadi, A, Freear, S & Valkama, M 2015, Area under ROC curve of energy detection over generalized fading channels. in IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC. vol. 2015-December, 7343380, Institute of Electrical and Electronics Engineers Inc., pp. 656-661, 26th IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, PIMRC 2015, Hong Kong, China, 8/30/15. https://doi.org/10.1109/PIMRC.2015.7343380
Bagheri A, Sofotasios PC, Tsiftsis TA, Shahzadi A, Freear S, Valkama M. Area under ROC curve of energy detection over generalized fading channels. In IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC. Vol. 2015-December. Institute of Electrical and Electronics Engineers Inc. 2015. p. 656-661. 7343380 https://doi.org/10.1109/PIMRC.2015.7343380
Bagheri, Alireza ; Sofotasios, Paschalis C. ; Tsiftsis, Theodoros A. ; Shahzadi, Ali ; Freear, Steven ; Valkama, Mikko. / Area under ROC curve of energy detection over generalized fading channels. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC. Vol. 2015-December Institute of Electrical and Electronics Engineers Inc., 2015. pp. 656-661
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