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基于DOA估计的认知无线网络频谱感知
引用本文:任肖丽,高飞飞,王 骥,刘双印. 基于DOA估计的认知无线网络频谱感知[J]. 国际商务研究, 2016, 56(4)
作者姓名:任肖丽  高飞飞  王 骥  刘双印
作者单位:广东海洋大学 信息学院,广东 湛江 524088;清华大学 自动化系,北京 100084;广东海洋大学 信息学院,广东 湛江 524088;广东海洋大学 信息学院,广东 湛江 524088
基金项目:国家自然科学基金资助项目(61471133);广东省自然科学基金资助项目(2015AC0313617);广东省科技计划项目(2013B090500127,2013B021600014,2015A070709015,2015A020209171);广东海洋大学创新强校工程项目(GDOU2013050232,GDOU2014050228 )
摘    要:
认知无线电技术中频谱感知性能的优劣直接影响认知通信系统的性能。针对该特点提出了认知无线电网络中基于波达方向(DOA)估计的主用户频谱感知模型,即单主用户多次用户和多主用户多次用户的系统模型,选取基于特征分解的多重信号分类(MUSIC)算法分析两种模型的感知性能,包括虚警概率、漏检概率、最小总错误概率、算法复杂度等,获得了闭值表达式,最后在两种模型下对算法进行了仿真。仿真结果表明:各参数主要影响虚警概率,而漏检概率几乎不受影响,验证了方法的有效性。

关 键 词:认知无线电网络;频谱感知;波达方向估计;感知模型

Spectrum sensing based on DOA estimation in cognitive radio networks
REN Xiaoli,GAO Feifei,WANG Ji and LIU Shuangyin. Spectrum sensing based on DOA estimation in cognitive radio networks[J]. International Business Research, 2016, 56(4)
Authors:REN Xiaoli  GAO Feifei  WANG Ji  LIU Shuangyin
Abstract:
In cognitive radio technology,the performance of spectrum sensing directly affects the performance of cognitive communication system. According to this feature,a spectrum sensing model of primary user(PU)based on direction of arrival(DOA)estimation in the cognitive radio networks is proposed,that is,the system model of multiple primary users(PUs)multiple secondary users(SUs)and single primary user multiple secondary users. Then,the sensing performance of the two sensing models based on the Multiple Signal Classification(MUSIC)algorithm is analyzed,including false alarm probability,miss detection probability,the minimum total false probability,sensing complexity,and the expression of the closed-form solution is obtained. Finally,algorithm simulations are carried out under various sensing models. The simulation results show that the parameters mainly affect the false alarm probability,but the miss detection probability is almost unaffected.The effectiveness of this method is verified.
Keywords:
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