Optimum Number of Secondary Users in Cooperative Spectrum Sensing Methods Based on Random Matrix Theory

被引:0
作者
Abdi, Nariman [1 ]
Yazdian, Ehsan [1 ]
Hoseini, Ali M. Doost [1 ]
机构
[1] Isfahan Univ Technol, Dept ECE, Esfahan, Iran
来源
2015 5TH INTERNATIONAL CONFERENCE ON COMPUTER AND KNOWLEDGE ENGINEERING (ICCKE) | 2015年
关键词
eigenvalue based spectrum sensing; random matrix theory; optimum number of users; cognitive radio; EIGENVALUE;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Cognitive Radio is an opportunistic solution in wireless networks for optimal usage of allocated spectrum and the most important part of cognitive radio is spectrum sensing. It has been shown that eigenvalue based cooperative spectrum sensing algorithms outperform single user spectrum sensing and other cooperative algorithms such as energy detection. In this paper we investigate optimum number of secondary users for eigenvalue based spectrum sensing algorihms by considering detection performance and resource usage efficiency. We define a target function based on performance and resource usage to find optimum number of users. Simulation results show that cooperative spectrum sensing target function is maximized through selecting few numbers of users for cooperation.
引用
收藏
页码:290 / 294
页数:5
相关论文
共 14 条
  • [1] Cooperative spectrum sensing in cognitive radio networks: A survey
    Akyildiz, Ian F.
    Lo, Brandon F.
    Balakrishnan, Ravikumar
    [J]. PHYSICAL COMMUNICATION, 2011, 4 (01) : 40 - 62
  • [2] [Anonymous], COMMUNICATIONS IEEE
  • [3] Bai ZD, 1999, STAT SINICA, V9, P611
  • [4] Optimum Number of Secondary Users in Collaborative Spectrum Sensing Considering Resources Usage Efficiency
    Chen, Yunfei
    [J]. IEEE COMMUNICATIONS LETTERS, 2008, 12 (12) : 877 - 879
  • [5] Couillet R., 2011, Random matrix methods for wireless communications
  • [6] Hanbyeul Na, 2010, 2010 2nd IEEE International Conference on Network Infrastructure and Digital Content (IC-NIDC 2010), P52, DOI 10.1109/ICNIDC.2010.5657895
  • [7] Cognitive radio: Brain-empowered wireless communications
    Haykin, S
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2005, 23 (02) : 201 - 220
  • [8] Jinsheng Yang, 2011, 2011 Cross Strait Quad-Regional Radio Science and Wireless Technology Conference, P902, DOI 10.1109/CSQRWC.2011.6037101
  • [9] A selection scheme for optimum number of cooperative secondary users in spectrum sensing
    Lin Y.-P.
    He C.
    Jiang L.-G.
    He D.
    [J]. Journal of Shanghai Jiaotong University (Science), 2011, 16 (6) : 652 - 657
  • [10] Cooperative Spectrum Sensing Based on the Limiting Eigenvalue Ratio Distribution in Wishart Matrices
    Penna, Federico
    Garello, Roberto
    Spirito, Maurizio A.
    [J]. IEEE COMMUNICATIONS LETTERS, 2009, 13 (07) : 507 - 509