| 频偏稳健的分级调制分类算法 |
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| 引用本文： | 冯 祥,梁伟洋. 频偏稳健的分级调制分类算法[J]. 国际商务研究, 2011, 51(7) |
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| 作者姓名： | 冯 祥 梁伟洋 |
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| 作者单位： | 空军第一航空学院，河南 信阳 464000;空军第一航空学院，河南 信阳 464000 |
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| 摘 要： | 通过对观测样本进行非线性变换，提出了一种基于高阶累积量分级调制分类算法，有效解决了频偏引起的相位旋转问题。仿真表明，在归一化频偏小于0.2时，算法具有较好的分类性能。理论分析和仿真结果均证明了算法的正确性和有效性。
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| 关 键 词： | 调制分类；高阶累积量；频偏；分类性能 |
Robust Hierarchical Modulation Classification Algorithm for Frequency Offsets |
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| FENG Xiang and LIANG Wei-yang. Robust Hierarchical Modulation Classification Algorithm for Frequency Offsets[J]. International Business Research, 2011, 51(7) |
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| Authors: | FENG Xiang and LIANG Wei-yang |
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| Affiliation: | The First Aeronautical Institute of PLA Air Force, Xinyang 464000,China;The First Aeronautical Institute of PLA Air Force, Xinyang 464000,China |
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| Abstract: | By the non-linear transformation to the observation sample, a higher-order cumulants based hierarchical modulation classification algorithm is presented. The effect of frequency offsets on the performance of the hierarchical algorithm is eliminated by the transformation. The efficiency of the proposed classification algorithm is verified via theoretical analysis and extensive simulations. The simulations show that the algorithm presents better performance as the normalized frequency is less than 0.2. |
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| Keywords: | modulation classification higher-order cumulants frequency offsets classification performance |
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