| 协作频谱感知中数据融合与决策算法比较 |
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| 引用本文： | 覃琴,曾志民,郭彩丽.协作频谱感知中数据融合与决策算法比较[J].电讯技术,2009,49(7). |
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| 作者姓名： | 覃琴 曾志民 郭彩丽 |
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| 作者单位： | 1. 三峡大学电气信息学院,湖北宜昌443002;北京邮电大学信息与通信工程学院,北京100876
2. 北京邮电大学信息与通信工程学院,北京,100876 |
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| 摘 要： | 协作频谱感知中融合多个认知用户的本地检测结果并准确判决至关重要.研究了基于大数合并的硬判决和基于置信(最大似然)合并的软判决,对不同算法的检测性能和复杂度进行了定性和定量的分析和比较.指出未来协作频谱感知中应结合协作用户数的优化和控制信道条件进行数据融合和决策算法设计.
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| 关 键 词： | 认知无线电 协作频谱感知 数据融合 硬判决 软判决 |
Comparison of Data Fusion and Decision Algorithms in Cooperative Spectrum Sensing |
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| QIN Qin,ZENG Zhi-min,GUO Cai-li.Comparison of Data Fusion and Decision Algorithms in Cooperative Spectrum Sensing[J].Telecommunication Engineering,2009,49(7). |
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| Authors: | QIN Qin ZENG Zhi-min GUO Cai-li |
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| Abstract: | In cooperative spectrum sensing, combining multiple cognitive users' local detection results and making accurate judgment is essential. Hard decision based on the combination of large numbers and soft decision based on the confidence (maximum likelihood) combined are studied, detection performance and complexity of different algorithms are analyzed and compared respectively. In future applications, data fu-sion and decision algorithms should be combined with optimization of the number of cooperative users and the conditions of control channel for rational design. |
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| Keywords: | cognitive radio(CR) cooperative spectrum sensing data fusion hard decision soft decision |
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