| 采用相关系数和拟合优度的频谱盲检测 |
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| 引用本文： | 叶迎晖,卢光跃. 采用相关系数和拟合优度的频谱盲检测[J]. 信号处理, 2016, 32(11): 1363-1368. DOI: 10.16798/j.issn.1003-0530.2016.11.012 |
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| 作者姓名： | 叶迎晖 卢光跃 |
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| 作者单位： | 西安邮电大学无线网络安全技术国家工程实验室 |
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| 基金项目： | 国家自然科学基金项目（61271276,61301091）；陕西省自然科学基金项目(2014JM8299) |
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| 摘 要： | 已有的基于拟合优度频谱感知算法具有较好检测性能的前提是假设感知时主用户信号保持不变，这在认知无线电中是很少见的。该文提出一种适用于多天线认知系统的拟合优度盲频谱感知算法。首先，计算不同天线间接收信号的相关系数；其次，对相关系数进行进行适当的非线性变换使其服从学生分布；最后，对变换后的新序列使用侧重右尾检验的Anderson-Darling(RAD)准则进行拟合优度检验。理论分析和仿真表明，所提算法不需要任何先验信息，与基于最大最小特征值之比(MME)、Anderson-Darling(AD)检测算法以及噪声方差已知的能量检测相比，所提算法具有更好的检测性能。
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| 关 键 词： | 拟合优度 盲频谱感知 相关系数 学生分布 |
| 收稿时间： | 2016-02-26 |
Employing correlation coefficient and goodness of fit for blind spectrum sensing |
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| Affiliation: | National Engineering Laboratory for Wireless Security, Xi’an University of Posts and? Telecommunications |
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| Abstract: | he performance of the existing spectrum sensing algorithm based on goodness of fit (GOF) testing is only excellent when the primary signal is static during sensing interval, which is a very rare case in cognitive radio. For the use in the real Multi-antenna cognitive radio scenarios, a new spectrum sensing based goodness of fit in Multi antenna cognitive radio is proposed in this paper. Firstly, the correlation coefficients between each antenna are calculated; secondly, the author makes appropriate non-linear transformation of every correlation coefficient so as to obey Student’s t-distribution; finally, the Right tail Anderson-Darling (RAD) rule is adopted. Both analysis and numerical results show that the proposed method does not need any prior information and outperforms the Anderson Darling sensing method, the Ratio of Maximum eigenvalue to Minimum eigenvalue (MME) method, the Covariance absolute value (CAV) method and ED method with noise variance known in the same simulation environment. |
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