Optimal sensing interval in cognitive radio networks with imperfect spectrum sensing

被引:21
作者
Liu, Boyang [1 ]
Li, Zan [1 ]
Si, Jiangbo [1 ]
Zhou, Fuhui [1 ]
机构
[1] Xidian Univ, Integrated Serv Networks Lab, Xian, Peoples R China
基金
中国国家自然科学基金;
关键词
HIDDEN MARKOV-MODELS; ALGORITHMS;
D O I
10.1049/iet-com.2015.0671
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 performed at the beginning of each time slot in traditional cognitive radio networks, which is unreasonable and needless since the presence or the absence of a primary user (PU) always lasts several time slots. A hidden Markov model is used to describe the imperfect spectrum sensing process over Rayleigh fading channels. On the basis of the sensing results, a hybrid interweave/underlay mode is exploited by the secondary user (SU) to achieve a higher throughput. To solve the tradeoff problem among the average energy consumption for spectrum sensing, the average throughput of SU and the average interference to the PU, an optimisation problem is proposed. The optimal sensing interval to determine when the next spectrum sensing should be performed is obtained by solving the optimisation problem. Numerical results are given to verify the authors' analysis.
引用
收藏
页码:189 / 198
页数:10
相关论文
共 30 条
[1]  
[Anonymous], 2009, P 2009 IEEE INT C PE
[2]   Cooperative Sensing With Imperfect Reporting Channels: Hard Decisions or Soft Decisions? [J].
Chaudhari, Sachin ;
Lunden, Jarmo ;
Koivunen, Visa ;
Poor, H. Vincent .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2012, 60 (01) :28-38
[3]  
Chengqiang Zhang, 2009, Proceedings of the 2009 9th International Conference on Electronic Measurement & Instruments (ICEMI 2009), P1, DOI 10.1109/ICEMI.2009.5274851
[4]  
Digham FF, 2003, 2003 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-5, P3575
[5]   Is the PHY Layer Dead? [J].
Dohler, Mischa ;
Heath, Robert W., Jr. ;
Lozano, Angel ;
Papadias, Constantinos B. ;
Valenzuela, Reinaldo A. .
IEEE COMMUNICATIONS MAGAZINE, 2011, 49 (04) :159-165
[6]  
FCC, 2002, DOCKET 02 155
[7]  
Gardner WA, 1991, IEEE SIGNAL PROC MAG, V8, P8
[8]   Breaking Spectrum Gridlock With Cognitive Radios: An Information Theoretic Perspective [J].
Goldsmith, Andrea ;
Jafar, Syed Ali ;
Maric, Ivana ;
Srinivasa, Sudhir .
PROCEEDINGS OF THE IEEE, 2009, 97 (05) :894-914
[9]  
Gradshteyn S., 2014, Table of Integrals, Series, and Products, V8th
[10]  
Grimmett G. R., 2001, PROBABILITY RANDOM P