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贝叶斯风险在认知无线电系统中的运用

The Bayes Risk in the Application of Cognitive Radio Systems
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摘要 提出将贝叶斯风险作为认知无线电系统一种新的评价标准。在这种评价标准中,考虑了主用户频谱使用率、判决结果代价等诸多因素,较传统的系统评价标准考虑更全面。针对单用户系统和多用户系统,分析了在新的评价标准下,系统如何才能获得最佳系统检测性能。仿真结果表明:单用户系统通过选择最佳判决门限,多用户系统通过选择最佳决策,可以获得最佳系统检测性能。 In this paper,the Bayes risk is proposed as a new evaluation criteria of cognitive radio systems.The evaluation criteria,in which the spectrum utilization of primary users,the cost of judgments and other factors are considered,is more comprehensive than the traditional one.For single-user systems and multi-user systems,we analyze how these systems can get the best detection performance of systems in the new evaluation criteria.Simulation results show that: a single-user system can choose the the best decision threshold,and a multi-user system can select the best decision,so that we can get the best detection performance of system.
出处 《苏州大学学报(工科版)》 CAS 2011年第1期6-11,共6页 Journal of Soochow University Engineering Science Edition (Bimonthly)
基金 国家自然科学基金资助项目(编号60872003) 博士学科点专项科研基金资助项目(编号20093201110005)
关键词 贝叶斯风险 评价标准 系统检测性能 最佳判决门限 最佳决策 the Bayes risk the evaluation criteria detection performance of system the best decision threshold the best decision
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参考文献6

  • 1Haykin S. Cognitive radio:Brain-empowered wireless communications [ J ]. Selected Areas in Communications, IEEE ,2005,23 (2) :201 -220.
  • 2Mitola J, Maguire G Q. Cognitive radio : making software radios more personal [ J ]. Personal Communications, IEEE, 1999,6 (4) : 13 - 18.
  • 3Shengli Xie, Yi Liu, Yan Zhang, et al. A parallel cooperative spectrum sensing in cognitive radio networks [ J ]. Vehicular Technology, IEEE Transac- tions,2010,59(8) :4 079 -4 092.
  • 4Dongliang Duan, Liuqing Yang, Principe J C. Cooperative diversity of spectrum sensing for cognitive radio systems [ J ]. Signal Processing, IEEE Trans- actions.2010.58(6) :3 217 -3 227.
  • 5Chair Z, Varshney P K. Optimal data fusion in multiple sensor detection systems [ J ]. Aerospace and Electronic Systems, IEEE Transations, 1986,22 (1) :98 - 101.
  • 6] Wei Zhang, Mallik R, Letaief K. Optimization of cooperatyive spectrum sensing with energy detection in cognitive radio networks [ J ]. Wireless Communications, IEEE Transaction ,2009,8 ( 12 ) :5 761 - 5 766.

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