{"title":"AUC analysis of centralized cooperative-MIMO spectrum sensing over generalized fadec reporting channel","authors":"S. Yadav, S. Hariharan, P. Muthuchidambaranathan","doi":"10.1109/ANTS.2016.7947834","DOIUrl":null,"url":null,"abstract":"In this paper, a novel closed form expressions for the area under the receiver operating characteristic curve (AUC) of an energy detector is measured over generalized fading channel in terms of computable Meijer G-function. We consider the reporting channel in the Multiple-Input Multiple-Output (MIMO) based centralized cooperative spectrum sensing is experiencing a κ — μ fading channel. We assume an Additive White Gaussian (AWGN) as a sensing channel. In the reporting network, each secondary user (SU) and fusion center (FC) is equipped with multiple antenna. We consider the FC has Maximum Ratio combiner (MRC) to estimate received signal from SU and an energy detector to make the decision. The arrived low complex Meijer G-function analytical expression of AUC over generalized fading channel delivers the different conventional fading parameters of all reporting channels, also it is generalized for MIMO scenario. The derived analytical expressions of the AUC are validated by numerical computations over generalized channel with various multiple antenna scenario.","PeriodicalId":248902,"journal":{"name":"2016 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ANTS.2016.7947834","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In this paper, a novel closed form expressions for the area under the receiver operating characteristic curve (AUC) of an energy detector is measured over generalized fading channel in terms of computable Meijer G-function. We consider the reporting channel in the Multiple-Input Multiple-Output (MIMO) based centralized cooperative spectrum sensing is experiencing a κ — μ fading channel. We assume an Additive White Gaussian (AWGN) as a sensing channel. In the reporting network, each secondary user (SU) and fusion center (FC) is equipped with multiple antenna. We consider the FC has Maximum Ratio combiner (MRC) to estimate received signal from SU and an energy detector to make the decision. The arrived low complex Meijer G-function analytical expression of AUC over generalized fading channel delivers the different conventional fading parameters of all reporting channels, also it is generalized for MIMO scenario. The derived analytical expressions of the AUC are validated by numerical computations over generalized channel with various multiple antenna scenario.
本文用可计算的Meijer g函数,给出了广义衰落信道上能量探测器接收机工作特性曲线下面积的一种新的封闭表达式。我们认为基于多输入多输出(MIMO)的集中式协同频谱感知中的报告信道正在经历一个κ - μ衰落信道。我们假设加性高斯白信道(AWGN)作为传感信道。在上报组网中,每个secondary user (SU)和fusion center (FC)都配置了多天线。我们认为FC具有最大比例组合器(MRC)来估计从SU接收的信号,并具有能量检测器来进行决策。得到的广义衰落信道下AUC的低复Meijer g函数解析表达式给出了所有报告信道的不同常规衰落参数,并将其推广到MIMO场景。通过在各种多天线场景下的广义信道上的数值计算,验证了推导出的AUC解析表达式。