DocumentCode
1429472
Title
Cooperative Diversity of Spectrum Sensing for Cognitive Radio Systems
Author
Duan, Dongliang ; Yang, Liuqing ; Principe, Jose C.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Florida, Gainesville, FL, USA
Volume
58
Issue
6
fYear
2010
fDate
6/1/2010 12:00:00 AM
Firstpage
3218
Lastpage
3227
Abstract
Spectrum sensing is a crucial issue in cognitive radio networks. To improve the sensing performance, cooperation among the secondary users can be utilized to collect space diversity. In this paper, we quantify the diversity order for various cooperative spectrum sensing strategies. We first notice that, in a spectrum sensing problem, diversity should reflect both the false alarm and missed detection behaviors since they respectively capture the efficiency and reliability of the overall cognitive system. Hence, we consider both false alarm and missed detection probabilities individually and jointly via the average error probability. With the knowledge of both the noise strength and the primary user signal strength, the threshold of the Neyman-Pearson detector can be varied to control the system performance in desirable ways. Interesting tradeoffs between system efficiency and reliability are found in various cooperative strategies and analytical results are presented to guide practical system designs with different preferences.
Keywords
cognitive radio; diversity reception; probability; Neyman-Pearson detector; average error probability; cognitive radio networks; cooperative spectrum sensing diversity strategy; false alarm detection probability behavior; missed detection probability behavior; noise strength; primary user signal strength; space diversity; Cognitive radio systems; cooperative diversity; spectrum sensing; system efficiency and reliability tradeoff;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2010.2044612
Filename
5422755
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