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二值决策Bayesian粗糙集模型属性约简研究 被引量:2
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作者 周杰 苗夺谦 《计算机科学》 CSCD 北大核心 2011年第8期214-216,231,共4页
Bayesian粗糙集模型作为经典粗糙集理论与Bayesian推理发展的综合模型,其近似区域划分以事件发生的先验概率为基准,可有效处理众多实际问题,如医疗诊断、故障检测、经济预测等。针对二值决策Bayesian粗糙集理论,证明了Slezak和Ziarko属... Bayesian粗糙集模型作为经典粗糙集理论与Bayesian推理发展的综合模型,其近似区域划分以事件发生的先验概率为基准,可有效处理众多实际问题,如医疗诊断、故障检测、经济预测等。针对二值决策Bayesian粗糙集理论,证明了Slezak和Ziarko属性约简模型等价,并进一步给出了相应分辨矩阵描述,从而经典粗糙集模型中基于分辨矩阵的知识约简思想均可平移应用于Bayesian粗糙集模型,丰富了Bayesian粗糙集理论体系。 展开更多
关键词 Bayesian粗糙集模型 置信增益 分辨矩阵 二值决策
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A Novel Non-Equidifferent Optical APPM Mapping Scheme for Strong Turbulent Atmospheric Channel
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作者 WANG Kaimin ZHANG Lijia +4 位作者 LIU Bo ZHANG Qi TIAN Qinghua XU Peng XIN Xiangjun 《China Communications》 SCIE CSCD 2015年第3期35-42,共8页
An optical Amplitude and Pulse Position Modulation(APPM) mapping scheme for strong turbulent atmospheric channel is proposed to optimize Bit Error Rate(BER) performance.In this scheme,a nonequidifferent amplitude seri... An optical Amplitude and Pulse Position Modulation(APPM) mapping scheme for strong turbulent atmospheric channel is proposed to optimize Bit Error Rate(BER) performance.In this scheme,a nonequidifferent amplitude series is designed based on quantitative BER analysis of the specific A×M APPM demapping procedures containing time slot selection and amplitude decision in selected time slot,which are different from traditional ones.Simulation results of 4×4,4×8 and 4×16 APPM show 4,3.4 and 6.9 d B SNR gain against traditional APPM scheme respectively.Thus significant BER performance improvement is achieved which helps to enhance reliability of freespace optical communication systems. 展开更多
关键词 APPM Mapping Turbulent atmospheric channel
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