Cooperative Diversity of Spectrum Sensing for Cognitive Radio Systems

被引:96
作者
Duan, Dongliang [1 ]
Yang, Liuqing [1 ]
Principe, Jose C. [1 ]
机构
[1] Univ Florida, Dept Elect & Comp Engn, Gainesville, FL 32611 USA
基金
美国国家科学基金会;
关键词
Cognitive radio systems; cooperative diversity; spectrum sensing; system efficiency and reliability tradeoff;
D O I
10.1109/TSP.2010.2044612
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
引用
收藏
页码:3218 / 3227
页数:10
相关论文
共 13 条
[1]  
CABRIC D, 2006, ACM 1 INT WORKSH TEC
[2]   Estimation diversity and energy efficiency in distributed sensing [J].
Cui, Shuguang ;
Xiao, Jin-Jun ;
Goldsmith, Andrea J. ;
Luo, Zhi-Quan ;
Poor, H. Vincent .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2007, 55 (09) :4683-4695
[3]  
Ghasemi A, 2005, 2005 1ST IEEE INTERNATIONAL SYMPOSIUM ON NEW FRONTIERS IN DYNAMIC SPECTRUM ACCESS NETWORKS, CONFERENCE RECORD, P131
[4]   Cognitive radio: Brain-empowered wireless communications [J].
Haykin, S .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2005, 23 (02) :201-220
[5]   Cognitive radio: Making software radios more personal [J].
Mitola, J ;
Maguire, GQ .
IEEE PERSONAL COMMUNICATIONS, 1999, 6 (04) :13-18
[6]  
Poor H. V., 1994, An Introduction to Signal Detection and Esti mation, V2nd
[7]   Optimal Linear Cooperation for Spectrum Sensing in Cognitive Radio Networks [J].
Quan, Zhi ;
Cui, Shuguang ;
Sayed, Ali H. .
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2008, 2 (01) :28-40
[8]   The end of spectrum scarcity [J].
Staple, G ;
Werbach, K .
IEEE SPECTRUM, 2004, 41 (03) :48-52
[9]   SNR Walls for Signal Detection [J].
Tandra, Rahul ;
Sahai, Anant .
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2008, 2 (01) :4-17
[10]  
Tse David, 2005, FUNDAMENTALS WIRELES