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面向复杂随机系统的启发式统计模型检测方法
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作者 何佳 张敏 +1 位作者 郭延楠 吕悦 《计算机应用研究》 CSCD 北大核心 2016年第10期3036-3040,共5页
统计模型检测是一种高效的验证技术,常用于复杂的随机系统验证,如分布式算法等,而在超长路径上对性质进行验证时,其验证效率会急剧降低。为解决这个问题,提出一种启发式的统计模型检测算法。在对路径进行验证时,会查找帮助剪枝的最短前... 统计模型检测是一种高效的验证技术,常用于复杂的随机系统验证,如分布式算法等,而在超长路径上对性质进行验证时,其验证效率会急剧降低。为解决这个问题,提出一种启发式的统计模型检测算法。在对路径进行验证时,会查找帮助剪枝的最短前缀;在后续抽样时,利用前缀信息直接判定路径是否满足给定性质,避免进入费时的路径验证阶段。在与PRISM的比较中,它的路径验证次数相对更少,且平均抽样路径长度更短。因此统计模型检测技术可应用于超长路径上的性质验证。 展开更多
关键词 统计模型检测 复杂随机系统 超长路径 最短前缀 启发式算法 PRISM
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Improvement of Tunable Diode Laser Absorption System with a Novel Multipass Cell and Wavelet Transform 被引量:1
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作者 夏滑 涂郭结 +3 位作者 庞涛 张志荣 吴边 董凤忠 《Journal of Measurement Science and Instrumentation》 CAS 2011年第4期402-405,共4页
Combination of Tunable Diode Laser Absorption Spectroscopy(TDLAS)technique and multipass cell is an attractive approach for ultrahigh sensitive detection of trace gases.Theoretically,based on Beer-Lambert law,the long... Combination of Tunable Diode Laser Absorption Spectroscopy(TDLAS)technique and multipass cell is an attractive approach for ultrahigh sensitive detection of trace gases.Theoretically,based on Beer-Lambert law,the longer optical path length and the larger gas absorption,the lower concentration gas could be detected.However,lower radiation intensity and inevitable etalon fringe resulted from multiple reflections would greatly weaken the Signal-to-Noise Ratio(SNR)and thus an expected ultrahigh sensitive detection system is difficult to achieve.In order to fully make use of the advantages of TDLAS and multipass cell,the base length and the total optical path length of the multipass cell are needed to be carefully balanced.Furthermore,the harmonic signals contaminated by various noises are processed with wavelet transform method.As a demonstration of this method,few low concentrations of gas CO in N2 are measured employing TDLAS technique and a novel sealed multipass cell with total optical length of 114 m.The detection limit is about 5×10-6(volume ratio),which is one order of magnitude better than earlier noise reduction. 展开更多
关键词 absorption spectroscopy TDLAS multipass cell etalon fringe wavelet transform detection limit
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