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基于粒子群优化的有序盲信号分离算法 被引量:9
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作者 陈雷 张立毅 +2 位作者 郭艳菊 刘婷 李锵 《天津大学学报》 EI CAS CSCD 北大核心 2011年第2期174-179,共6页
为了按照规范四阶累积量的绝对值有序分离出源信号,提出了一种新的基于粒子群优化的有序盲信号分离算法.本算法采用信号的规范四阶累积量作为代价函数,使用粒子群优化算法代替传统的梯度算法对代价函数进行优化,通过消源去相关方法从混... 为了按照规范四阶累积量的绝对值有序分离出源信号,提出了一种新的基于粒子群优化的有序盲信号分离算法.本算法采用信号的规范四阶累积量作为代价函数,使用粒子群优化算法代替传统的梯度算法对代价函数进行优化,通过消源去相关方法从混合信号中消去已分离出的源信号成分,逐次按序提取出源信号,解决了梯度算法容易陷入局部极值而不能正确提取源信号的缺点.仿真结果表明,本算法能够有效实现对各类源信号的有序盲分离,且分离顺序能够确保按照源信号的规范四阶累积量绝对值的降序进行. 展开更多
关键词 粒子群优化 有序分离 消源 规范四阶累积量
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基于细菌群体趋药性的有序盲信号分离算法 被引量:6
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作者 陈雷 张立毅 +2 位作者 郭艳菊 赵俊青 李锵 《通信学报》 EI CSCD 北大核心 2011年第4期77-85,共9页
提出了一种基于细菌趋药性的细菌群优化算法。将探测判断策略和优势细菌随机扰动策略引入细菌群体的进化过程,解决了细菌个体在进化后期处于随机摄动状态而难以定位于全局最优位置的问题。通过使用测试函数对算法性能进行测试以及同其... 提出了一种基于细菌趋药性的细菌群优化算法。将探测判断策略和优势细菌随机扰动策略引入细菌群体的进化过程,解决了细菌个体在进化后期处于随机摄动状态而难以定位于全局最优位置的问题。通过使用测试函数对算法性能进行测试以及同其他算法的比较表明,所提出的算法在收敛速度和求解质量方面均有很好的性能。进一步将细菌群优化算法应用于解决盲信号分离问题,实现了对源信号的逐一有序盲分离。仿真实验表明,基于细菌群优化算法的盲信号分离算法具有很好的分离效果,可以将源信号按照其规范四阶累积量绝对值的降序进行有效分离。 展开更多
关键词 细菌趋药性 群体方式 规范四阶累积量 有序盲信号分离
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基于智能单粒子与信号变化度的盲源分离算法 被引量:2
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作者 陈雷 张立毅 +2 位作者 郭艳菊 李锵 刘婷 《电路与系统学报》 CSCD 北大核心 2012年第4期89-94,共6页
提出了一种新的基于智能单粒子优化的有序盲源分离算法。采用信号变化度作为分离的目标函数,利用球坐标变换方法对分离向量进行变换,使用智能单粒子优化算法对目标函数进行求解,通过去相关方法从混合信号中去除已分离出的源信号成分,最... 提出了一种新的基于智能单粒子优化的有序盲源分离算法。采用信号变化度作为分离的目标函数,利用球坐标变换方法对分离向量进行变换,使用智能单粒子优化算法对目标函数进行求解,通过去相关方法从混合信号中去除已分离出的源信号成分,最终实现按照信号变化度降序分离出各源信号。仿真结果表明,本算法能够有效实现对源信号的有序分离,且分离精度很高。 展开更多
关键词 盲源分离 信号变化度 智能单粒子 有序分离
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Ultrasonic Study on Charge Ordering in Nd0.5Ca0.5Mn1-xAlxO3(x=0,0.03)
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作者 刘毅 孔辉 +1 位作者 苏金瑞 朱长飞 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 北大核心 2006年第6期535-538,共4页
The ultrasonic, magnetic and transport properties of Nd0.5Ca0.5Mn1-xAlxO3 (x=0, 0.03) were studied from 15 to 300 K. The temperature dependencies of resistivity and magnetization show that Nd0.5Ca0.5MnO3 undergoes a... The ultrasonic, magnetic and transport properties of Nd0.5Ca0.5Mn1-xAlxO3 (x=0, 0.03) were studied from 15 to 300 K. The temperature dependencies of resistivity and magnetization show that Nd0.5Ca0.5MnO3 undergoes a charge ordering transition at TCO-257 K. An obvious softening of the longitudinal sound velocity above TCO and a dramatic stiffening below Too accompanied by an attenuation peak were observed. These features imply a strong electron phonom interaction via the Jahn-Teller effect iu the sample, Another broad attenuation peak was observed at around Tp-80 K. This anomaly is attributed to the phase separtion between the antiferromagnetic (AFM) and paramagnetic (PM) phases and gives a direct evidence for spin-phonon coupling in the compound. For the x=0.03 sample, both the minimum of sound velocity and attenuation peaks shift to a lower temperature. The results indicate that the charge ordering and CE-type AFM state in Nd0.5Ca0.5MnO3 are both partially suppressed by replacing Mn with A1. 展开更多
关键词 MANGANITE Charge ordering Phase separation Ultrasonic velocity and attenuation
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基于改进人工蜂群优化与组合特征提取的手部运动意图识别 被引量:1
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作者 石军梅 王从庆 左超 《生物医学工程研究》 2018年第4期481-486,共6页
为了解决表面肌电信号混迭导致的手部运动意图识别率较低的问题,提出了一种基于改进的人工蜂群优化盲源有序分离算法。本算法以表面肌电信号的规范四阶累积量作为代价函数,使用改进的人工蜂群优化算法代替传统的梯度算法对代价函数进行... 为了解决表面肌电信号混迭导致的手部运动意图识别率较低的问题,提出了一种基于改进的人工蜂群优化盲源有序分离算法。本算法以表面肌电信号的规范四阶累积量作为代价函数,使用改进的人工蜂群优化算法代替传统的梯度算法对代价函数进行优化,并以代价函数绝对值的降序逐次提取出源信号;对于肌电信号的非平稳性及易受干扰的问题,采用一种基于小波包变换和样本熵的特征提取方法,并与表征肌电信号细节和强度的特征峰度、偏度、肌电积分值组合构建特征向量,训练二叉树支持向量机分类器。实验结果表明,采用表面肌电信号的盲源分离预处理与组合特征提取的方法识别六种手部运动意图,平均准确率达到93. 33%。 展开更多
关键词 改进人工蜂群优化 四阶累积量 有序盲源分离 组合特征提取 手部运动意图识别
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A Framework for the Systematic Design of Hybrid Separation Processe 被引量:1
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作者 Wolfgang Marquardt Sven Kossack Korhjnian Kraemer 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2008年第3期333-342,共10页
The design of optimal separation flow sheets for multi-component mixtures is still not a solved problem This is especially the case when non-ideal or azeotropic mixtures or hybrid separation processes are considered. ... The design of optimal separation flow sheets for multi-component mixtures is still not a solved problem This is especially the case when non-ideal or azeotropic mixtures or hybrid separation processes are considered. We review recent developments in this field and present a systematic framework for the design of separation flow sheets. This framework proposes a three-step approach. In the first step different flow sheets are generated. In the second step these alternative flow sheet structures are evaluated with shortcut methods. In the third step a rigorous mixed-integer nonlinear programming (MINLP) optimization of the entire flow sheet is executed to determine the best alternative. Since a number of alternative flow sheets have already been eliminated, only a few optimization runs are necessary in this final step. The whole framework thus allows the systematic generation and evaluation of separation processes and is illustrated with the case study of the separation of ethanol and water. 展开更多
关键词 process synthesis distillation design rectification body method mixed-integer nonlinear programming
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On the Isolation Property over a Database Domain
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作者 Bektur S. Baizhanov Beibut Sh. Kulpesho 《Journal of Mathematics and System Science》 2013年第2期96-100,共5页
The authors consider relational databases organized over an ordered domain with some additional relations - a typical example is the ordered domain of rational numbers together with the operation of addition. In the f... The authors consider relational databases organized over an ordered domain with some additional relations - a typical example is the ordered domain of rational numbers together with the operation of addition. In the focus of our study are the FO (first-order) queries that are invariant under order-preserving permutations-such queries are called order-generic. It was discovered that for some domains order-generic FO queries fail to express more than pure order queries. The collapse result theorem was proved for locally genetic queries over a linearly ordered domain with the Pseudo finite Homogeneity Property (or / and the Isolation Property) by Belegradek et al.. Here the authors consider a circularly ordered domain and prove the collapse result theorem over a quasi circularly minimal domain. 展开更多
关键词 O-MINIMALITY database query circularly ordered domain.
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