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改进型平均移位柱状图估算概率密度并对互信息作相关分析 被引量:6
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作者 韩敏 梁志平 《控制理论与应用》 EI CAS CSCD 北大核心 2011年第6期845-850,共6页
将平均移位柱状图(averaged shifted histogram,ASH)概率密度估计中二次型平滑权值与均匀权值进行结合,提出一种改进的概率密度估计方法:IASH(improved averaged shifted histogram).通过相应区间内样本数目的方差确定原平滑权值与均匀... 将平均移位柱状图(averaged shifted histogram,ASH)概率密度估计中二次型平滑权值与均匀权值进行结合,提出一种改进的概率密度估计方法:IASH(improved averaged shifted histogram).通过相应区间内样本数目的方差确定原平滑权值与均匀权值之间的比例系数,动态的改变平滑权值:对ASH概率密度估计中边缘值部分的平滑权值按比例进行补偿,改善过平滑的问题,提高了IASH概率密度估计的精度.在此基础上应用互信息进行变量间的相关性分析,选择输入变量,实现多元时间序列的预测.采用人工数据和实际Housing数据进行仿真分析,仿真结果验证了改进后方法的有效性. 展开更多
关键词 平均移位柱状图 互信息 相关性分析 时间序列预测
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不同衰减函数的钢丝绳漏磁信号自适应降噪
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作者 吴东 黄升平 +3 位作者 周立峰 隋显俊 宋洪志 杨建华 《计量学报》 CSCD 北大核心 2024年第10期1549-1554,共6页
讨论了双曲线函数、指数函数、线性函数3种不同衰减函数对钢丝绳漏磁信号降噪效果的影响,对损伤含噪信号进行自适应移位平均降噪,并使用信噪比、互相关系数对降噪效果作了对比分析。结果表明,针对所用的2种漏磁信号,使用双曲线函数的降... 讨论了双曲线函数、指数函数、线性函数3种不同衰减函数对钢丝绳漏磁信号降噪效果的影响,对损伤含噪信号进行自适应移位平均降噪,并使用信噪比、互相关系数对降噪效果作了对比分析。结果表明,针对所用的2种漏磁信号,使用双曲线函数的降噪信号信噪比最大可达14.104 1 dB与10.834 9 dB,大于指数函数与线性函数所得的对应信噪比值,且得到的输出曲线平滑,具有更好的降噪效果。同时,随着噪声增大,使用双曲线函数的降噪信号互相关系数更快地接近1,具有更好的动态特性。 展开更多
关键词 漏磁检测 钢丝绳 强噪声 自适应降噪 双曲线函数 移位平均 衰减函数
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基于最优箱宽直方图的牵引变电所负荷概率建模方法 被引量:10
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作者 车玉龙 王晓茹 +1 位作者 吕晓琴 康永强 《电力自动化设备》 EI CSCD 北大核心 2020年第12期186-192,共7页
电气化铁路牵引负荷受众多随机因素的影响,较难用已知的参数估计模型来统一描述其概率模型。直方图是最简单直观且应用最广泛的一种非参数估计方法,但由其得到的概率密度形状极易受箱宽(或箱数)的影响。为得到牵引负荷概率分布的最佳直... 电气化铁路牵引负荷受众多随机因素的影响,较难用已知的参数估计模型来统一描述其概率模型。直方图是最简单直观且应用最广泛的一种非参数估计方法,但由其得到的概率密度形状极易受箱宽(或箱数)的影响。为得到牵引负荷概率分布的最佳直方图,提出一种基于最优箱宽建立其概率模型的直方图方法。由Poisson点事件构造直方图,通过平均积分平方误差定义价值函数,利用Sturges规则和平均移位直方图思想计算最优箱宽。采用3种不同采样间隔的牵引变电所负荷测试数据,通过概率分布形状和后验检验,与4种传统计算直方图箱宽的经验规则方法进行比较,验证了所提方法的有效性、适应性和稳健性。 展开更多
关键词 牵引负荷 概率模型 直方图 价值函数 最优箱宽 平均移位
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零中频接收机中的载波粗估计 被引量:1
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作者 魏苗苗 王竹刚 安军社 《电子设计工程》 2016年第17期90-92,共3页
针对零中频接收机的卫星通信应用,文中首次将频域移位平均周期图法应用于零中频接收机,利用该算法工作信噪比低、估计范围大的优点,扩展了零中频接收机的载波捕获范围,并对算法中补零倍数的定义进行了修改。仿真结果表明,在信噪比大于2 ... 针对零中频接收机的卫星通信应用,文中首次将频域移位平均周期图法应用于零中频接收机,利用该算法工作信噪比低、估计范围大的优点,扩展了零中频接收机的载波捕获范围,并对算法中补零倍数的定义进行了修改。仿真结果表明,在信噪比大于2 d B,经典高动态模型的通信环境中该算法可使接收机达到90%捕获概率,且捕获时间不大于1.2 s。 展开更多
关键词 信号处理 零中频 大频偏 频域移位平均周期图法 FFT
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强噪声背景下钢丝绳损伤信号降噪方法 被引量:5
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作者 吴东 张宝金 +3 位作者 刘伟新 李光 宫涛 杨建华 《工矿自动化》 北大核心 2022年第1期58-63,共6页
钢丝绳损伤信号是一种非平稳无周期性的冲击信号,其特征信号的降噪处理和特征提取成为亟待解决的难题。小波变换方法若小波基或者分解层数不适合,会在信号降噪的同时引入其他噪声干扰,影响信号处理与特征提取的效果。相较于小波变换方法... 钢丝绳损伤信号是一种非平稳无周期性的冲击信号,其特征信号的降噪处理和特征提取成为亟待解决的难题。小波变换方法若小波基或者分解层数不适合,会在信号降噪的同时引入其他噪声干扰,影响信号处理与特征提取的效果。相较于小波变换方法,移位平均法只需要选择一定的移位窗宽即可实现对信号的有效降噪,但移位窗宽需要人为选择,盲目性大。针对上述问题,提出一种强噪声背景下钢丝绳损伤信号降噪方法。利用钢丝绳漏磁检测传感器采集不同类型的断丝数据,向信号中加入强高斯白噪声,以模拟强噪声背景;采用自适应移位平均法对钢丝绳损伤信号进行降噪,利用量子粒子群优化(QPSO)算法优化移位平均法的窗宽;将损伤信号的信噪比(SNR)作为适应度函数,通过QPSO算法使得损伤特征信号SNR最大化,从而实现最优信号降噪效果。实验结果表明,对于强噪声背景下的钢丝绳平稳和波动信号,相较于小波变换,自适应移位平均法的降噪效果更明显,信噪比更高,信号更为平滑。实测结果表明,对于现场采集的噪声相对弱一些的钢丝绳损伤信号,自适应移位平均法的降噪效果也比小波变换好,验证了自适应移位平均法具有较好的通用性。 展开更多
关键词 钢丝绳 损伤识别 信号降噪 特征提取 自适应移位平均 量子粒子群优化算法
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用于深空通信的载波同步技术
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作者 魏苗苗 刘洲峰 王竹刚 《电子设计工程》 2018年第20期93-97,共5页
为了适应极低信噪比高动态的深空通信条件,采用去符号频域移位平均周期图法和分区搜索法完成高动态环境下的载波频偏、频偏变化率和相偏的粗同步过程,并采用译码辅助的载波同步算法实现载波细同步过程。仿真表明,在信噪比为1.5 dB,相偏(... 为了适应极低信噪比高动态的深空通信条件,采用去符号频域移位平均周期图法和分区搜索法完成高动态环境下的载波频偏、频偏变化率和相偏的粗同步过程,并采用译码辅助的载波同步算法实现载波细同步过程。仿真表明,在信噪比为1.5 dB,相偏(-180°,180°),频偏(-300,300)kHz,频偏变化率(-800,800)Hz/s时,该算法方案能够有效纠正载波偏差以及相位模糊,获得了BPSK译码结果距离理想同步0.1 dB以内的误码性能。 展开更多
关键词 高动态 低信噪比 LDPC码 迭代载波同步 频域移位平均周期图法
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Elevated metabolic rate during passive stretching is not a sufficient aerobic warm-up
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作者 Arnold G.Nelson Joke Kokkonen 《Journal of Sport and Health Science》 SCIE 2013年第2期109-114,共6页
Purpose: The purpose of this study was to determine the extent that a static stretching program could increase heart rate (HR) and oxygen consumption (VO2), and if the increases were sufficient to serve as a warm... Purpose: The purpose of this study was to determine the extent that a static stretching program could increase heart rate (HR) and oxygen consumption (VO2), and if the increases were sufficient to serve as a warm-up for aerobic activity. Methods: The HR and VO2 of 15 male and 16 female college students were measured after either 12 min of passive static stretching (SS), or 12 rain pseudo-stretching (PS), which consisted of moving through the stretching positions without placing the muscles on stretch. Four different lower body stretches were used with each stretch held for 30 s before the participant moved to a different position, with the circuit being repeated four times. VO2 was determined by averaging breath-by-breath measures over the total 12 min. HR was obtained every 30 s and the 24 values were averaged. Warm-up benefit was determined from the 02 deficit accrued during 7-min cycling at 60% VOzmax. Results: HR (beats/rain, mean 4. SD) for SS (84 ± 11) was a significant (p 〈 0.05) 9% greater than PS (78 ± 12). Similarly, VO2 (mL/min, mean 4. SD) for SS (0.53 ± 0.13) was a significant 44% greater than PS (0.38 ± 0.11). The O2 deficit (L, mean 4, SD) for SS (0.64 ± 1.54) was not different from PS (0.72 ± 1.61). Conclusion: These data indicate that passive static stretching increases both HR and VO2, indicating that metabolic activity can be increased without muscle activation. The magnitude of the increases, however, is not sufficient to elicit a warm-up effect. 展开更多
关键词 Acute stretching Heart rate Metabolic activity Oxygen consumption O2 deficit Passive stretching
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Study on Valence Band Offsets atStrained Heterojunctions
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作者 ZHENG Yong-mei (Dept. of Phys.,Xiamen University, Xiamen 3610052, CHN) 《Semiconductor Photonics and Technology》 CAS 1999年第4期198-202,220,共6页
A method, which can predict the valence band offsets at strained layer heterojunctions under different strain situations only by calculating band structures and deformation parameters of the bulk materials, is suggest... A method, which can predict the valence band offsets at strained layer heterojunctions under different strain situations only by calculating band structures and deformation parameters of the bulk materials, is suggested. The applicability of this method is verified by calculation of the valence band offsets at strained layer heterojuntions ,such as InP/InAs, InP/GaP, GaAs/InAs, GaP/GaAs and AlAs/InAs with various strain conditions. 展开更多
关键词 Strained Heterojunction Valence Band Offset Average Bond Energy Method Deformation Potential
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Outcome of open reduction and internal fixation of intraarticular calcaneal fracture fixed with locking cal- caneal plate 被引量:25
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作者 Saurabh Jain Anti Kumar Jain Ish Kumar 《Chinese Journal of Traumatology》 CAS CSCD 2013年第6期355-360,共6页
Objective:Debate continues regarding the management of calcaneal fractures,between open reduction and internal fixation and closed treatment.Hence we aim at evaluating the radiological and functional outcomes of open... Objective:Debate continues regarding the management of calcaneal fractures,between open reduction and internal fixation and closed treatment.Hence we aim at evaluating the radiological and functional outcomes of open reduction and internal fixation in displaced joint depression type of calcaneal fractures fixed with locking calcaneal plate.Methods:In this series,28 patients (26 unilateral and 2 bilateral) with joint depression type of calcaneal fractures as per Essex-Lopresti classification system were operated on with locking calcaneal plate within 3 weeks of injury.Patients were evaluated in terms of associated injuries and X-rays of anteroposterior,lateral and axial views of the calcaneum.CT scan was done to assess the amount ofcomminution and articular depression.Patients were followed up clinically and radiologically at least for 1 year.Radiological assessment was done by Bohler's angle and Gissane's angle along with measurement ofcalcaneal height and width.Functional outcome was assessed using the American Orthopaedics Foot and Ankle Society (AOFAS) scale.Results:At average follow-up of 14.5 months,average AOFAS score was 86.3 (range 66 to 97),with 86% having excellent to good results and 2 (7.7%) and 1 (3.7%) having fair and poor results respectively.All patients had stable ankle joint with all having dorsiflexion and plantar flexion more than 30°.Average subtalar range of motion was 17°.The mean Bohler's angle,mean Gissane's angle,calcaneal height and width were 25.47°,121.3°,4.32 cm and 3.81cm respectively at final follow-up.Three patients had flap necrosis at incision site and one had superficial and deep infection.Subtalar arthritis was seen in 5 patients,whereas sural nerve hypoaesthesia in 1 patient.None of the patients had compartment syndrome,heel pad problems,peroneal tendinitis,reflex sympathetic dystropy or implant failure.Conclusion:Open reduction and internal fixation with locking calcaneal plate gives sound functional outcome,i.e.restoring anatomically reconstruction of height,width,Bohler's and Gissiane's angles of the calcaneum,and allowing early mobilization. 展开更多
关键词 CALCANEUS Fractures bone Boneplates Fracture f'ocation internal
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A strain smoothing formulation for NURBS-based isogeometric finite element analysis 被引量:2
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作者 WANG DongDong ZHANG HanJie XUAN JunChang 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2012年第1期132-140,共9页
A strain smoothing formulation for NURBS (non-uniform rational B-splines) based isogeometric finite element analysis is presented. This approach is formulated within the framework of assumed strain methods and strain ... A strain smoothing formulation for NURBS (non-uniform rational B-splines) based isogeometric finite element analysis is presented. This approach is formulated within the framework of assumed strain methods and strain smoothing operations. The strain smoothing is defined through strain averaging in the element sub-domains which are subsequently used for numerical integration of the Galerkin weak form. This formulation satisfies the orthogonality condition of the assumed strain methods. Meanwhile the present formulation totally avoids the gradient computation of the rational NURBS basis functions in the formulation of stiffness matrix. A transformation method is employed to accurately enforce the displacement boundary conditions. Numerical results demonstrate that the present formation gives very satisfactory solution accuracy simultaneously with improved computational efficiency. 展开更多
关键词 NURBS basis functions isogeometric finite element analysis meshfree method strain smoothing sub-domain integration
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