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基于极值波延拓的端点效应处理方法 被引量:13
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作者 杨小强 李沛 +1 位作者 黄杰 韩艾洋 《系统工程与电子技术》 EI CSCD 北大核心 2016年第9期1987-1992,共6页
为解决总体平均经验模态分解(ensemble empirical mode decomposition,EEMD)的端点效应问题,提出了一种基于极值波延拓的端点效应处理方法。该方法从波形匹配延拓的模板子波和寻优起始点着手,以最靠近端点处的极值波为模板子波,以与端... 为解决总体平均经验模态分解(ensemble empirical mode decomposition,EEMD)的端点效应问题,提出了一种基于极值波延拓的端点效应处理方法。该方法从波形匹配延拓的模板子波和寻优起始点着手,以最靠近端点处的极值波为模板子波,以与端点处极值点同型的极值点为匹配起始点,使寻优的目的性更强,过程更加优化。同时,提出了一种客观有效的端点效应评价方法——区域等分的端点效应评价指标,避开了数据长度的干扰,突出了端点效应的影响。通过对仿真和实测信号的应用分析,并与采用镜像对称延拓方法比较,证明了极值波延拓法对抑制端点效应的有效性。 展开更多
关键词 总体平均经验模态分解 极值波延拓 端点效应
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基于改进极值波延拓的极点对称模态分解端点效应抑制方法 被引量:9
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作者 宿文才 张树团 刘陵顺 《电工技术学报》 EI CSCD 北大核心 2020年第S01期294-301,共8页
针对极点对称模态分解(ESMD)在电力谐波检测中出现端点效应问题,在分析总结目前抑制方法的基础上,该文提出了一种基于改进极值波延拓与对称中点插值相结合的ESMD端点效应抑制方法。首先利用改进极值波延拓将信号在两端延拓,然后采用对... 针对极点对称模态分解(ESMD)在电力谐波检测中出现端点效应问题,在分析总结目前抑制方法的基础上,该文提出了一种基于改进极值波延拓与对称中点插值相结合的ESMD端点效应抑制方法。首先利用改进极值波延拓将信号在两端延拓,然后采用对称中点插值进行ESMD分解,截去两端延拓部分,最大限度遏制端点效应污染内部信号。同时,提出一种自适应确定有效数据长度的端点效应评价指标,可有效避免人为确定数据长度导致的问题,更为客观地量化各固有模态分量(IMF)端点“漂移”程度。通过仿真和试验结果分析,并与极值波延拓作对比,证明了该方法抑制ESMD电力谐波端点效应的有效性。 展开更多
关键词 点对称模态分解 改进极值波延拓 对称中点插 端点效应 评价指标
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基于小波极值变换的棉花异性纤维边缘检测 被引量:1
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作者 刘双喜 王金星 郑文秀 《农机化研究》 北大核心 2009年第8期42-43,46,共3页
棉花异性纤维的边缘检测是用于提取异性纤维的主要特征,检测的质量直接影响到检测的精度。为此,根据棉花异性纤维检测的特点,利用极值小波变换对目标图像进行降噪和边缘特征处理。经过实验对比表明,该方法明显好于其他方法,说明极值小... 棉花异性纤维的边缘检测是用于提取异性纤维的主要特征,检测的质量直接影响到检测的精度。为此,根据棉花异性纤维检测的特点,利用极值小波变换对目标图像进行降噪和边缘特征处理。经过实验对比表明,该方法明显好于其他方法,说明极值小波变换对提高棉花异性纤维边缘检测精度有重要的意义。 展开更多
关键词 边缘检测 棉花异性纤维 变换
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一种基于图象小波极值表示的减少方块效应的算法 被引量:1
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作者 蔡汉添 袁江 《中国图象图形学报(A辑)》 CSCD 北大核心 2001年第1期26-30,共5页
针对低比特率 JPEG压缩图象会产生严重的方块效应问题和根据后处理技术可有效地减少方块效应的认识 ,提出了一种新的基于图象小波极值描述的后处理算法 .该算法根据解压缩图象方块效应在一级和二级小波变换系数中的极值特性 ,对位于图... 针对低比特率 JPEG压缩图象会产生严重的方块效应问题和根据后处理技术可有效地减少方块效应的认识 ,提出了一种新的基于图象小波极值描述的后处理算法 .该算法根据解压缩图象方块效应在一级和二级小波变换系数中的极值特性 ,对位于图象背景区、平滑边缘区及阶梯状边缘区的方块边界的小波极值分别加以处理 .实验结果表明 ,该算法能有效地减少方块效应 ,且能改善译码图象的信噪比和主观视觉质量 . 展开更多
关键词 方块效应 变换表示 去方块算法 JPEG 图象压缩
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基于小波极值理论的中国股市风险研究 被引量:2
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作者 董晓玉 李星野 《上海理工大学学报》 CAS 北大核心 2015年第2期187-193,共7页
运用条件风险价值(CVaR)模型实现对市场风险的监控,把小波变换和极值理论结合在一起对CVaR进行估计.第一阶段,用小波方法确定广义Pareto分布的阈值;第二阶段,把基于小波变换的阈值运用到极值理论中,然后运用极值理论估计CVaR.选用香港... 运用条件风险价值(CVaR)模型实现对市场风险的监控,把小波变换和极值理论结合在一起对CVaR进行估计.第一阶段,用小波方法确定广义Pareto分布的阈值;第二阶段,把基于小波变换的阈值运用到极值理论中,然后运用极值理论估计CVaR.选用香港恒生指数和深证综指进行实证分析,把基于小波变换的极值理论估计的CVaR与条件极值理论估计的CVaR进行比较,根据失败数量和尾部损失检验,发现基于小波变换的极值理论能够提高预测的精准性. 展开更多
关键词 理论 理论 条件风险价 股市风险
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畸形波(freak wave) 被引量:15
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作者 杨冠声 董艳秋 陈学闯 《海洋工程》 CSCD 北大核心 2002年第4期105-108,共4页
在分析国外研究成果的基础上,简单介绍了"畸形波"的几个基本问题,如"畸形波"的定义、发生的海域、发生的机理等。
关键词 非线性 极值波 畸形 海域 发生机理
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基于改进EEMD方法的轴承故障诊断研究 被引量:4
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作者 邹啸天 王鹏 张宁超 《自动化与仪表》 2020年第1期38-42,46,共6页
该文针对轴承故障诊断中信号处理的端点效应问题,提出基于极值波延拓与窗函数的改进集合经验模态分解EEMD方法。首先对原始信号进行极值波延拓,其次对延拓后的信号加入组合窗体,最后对信号进行EEMD分解,通过仿真验证改进EEMD方法的有效... 该文针对轴承故障诊断中信号处理的端点效应问题,提出基于极值波延拓与窗函数的改进集合经验模态分解EEMD方法。首先对原始信号进行极值波延拓,其次对延拓后的信号加入组合窗体,最后对信号进行EEMD分解,通过仿真验证改进EEMD方法的有效性。同时,进一步结合Hilbert变换建立了改进EEMD-Hilbert的轴承故障诊断模型,利用轴承故障的实测信号证明了该模型在提高轴承故障诊断效率方面有一定优势。 展开更多
关键词 集合经验模态分解 极值波延拓 窗函数 端点效应
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Study on the wave extreme parameters of the Bohai Sea with the numerical simulation using SWAN 被引量:1
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作者 孙晓娟 周良明 +2 位作者 王爱方 王智峰 吴伦宇 《Marine Science Bulletin》 CAS 2013年第1期16-26,共11页
Wave fields in Bohai Sea from 1985 to 2004 were simulated using SWAN wave model by inputting high-resolution hindcast wind fields dataset. Comparisons of wave heights between simulation and observation show good agree... Wave fields in Bohai Sea from 1985 to 2004 were simulated using SWAN wave model by inputting high-resolution hindcast wind fields dataset. Comparisons of wave heights between simulation and observation show good agreement in general. According to the annual extreme values of simulation, this paper gives wave extreme parameters with different return-period for all computation grids in Bohai sea. 展开更多
关键词 Bohai Sea SWAN significant wave height extreme parameter
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含长连接管的调压室流量系数改进研究 被引量:1
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作者 徐敏杰 陈胜 +3 位作者 蔡朝 杨森 胡超 陈乾原 《水电能源科学》 北大核心 2022年第10期123-126,共4页
在水力过渡过程计算中,通常将含长连接管的调压室简化成常规阻抗式调压室,但当连接管长度较长时,常规阻抗式模型无法精确预测其涌波水位。因此,分析含长连接管调压室的水力特性及其与常规阻抗式调压室的流量系数差异,在阻抗式调压室模... 在水力过渡过程计算中,通常将含长连接管的调压室简化成常规阻抗式调压室,但当连接管长度较长时,常规阻抗式模型无法精确预测其涌波水位。因此,分析含长连接管调压室的水力特性及其与常规阻抗式调压室的流量系数差异,在阻抗式调压室模型基础上提出了改进流量系数的预测模型,并与真实的含长连接管调压室模型计算结果进行了对比,开展了连接管尺寸的敏感性研究。结果表明,采用常规阻抗式调压室模型模拟含长连接管调压室涌波水位极值时,因流入流量系数取值偏小(一般为0.6)、流出流量系数偏大(一般为0.8),涌浪极值均偏小;改进后的流量系数可计入长连接管的影响,基于阻抗式调压室改进流量系数模型能准确预测含长连接管调压室涌波水位极值。 展开更多
关键词 抽水蓄能电站 阻抗式调压室 长连接管 流量系数 调压室涌
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Image edge detection based on nonsubsampled contourlet transform and mathematical morphology 被引量:1
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作者 何坤贤 王庆 +1 位作者 肖彦昌 王晓兵 《Journal of Southeast University(English Edition)》 EI CAS 2012年第4期445-450,共6页
A novel algorithm for image edge detection is presented. This algorithm combines the nonsubsampled contourlet transform and the mathematical morphology. First, the source image is decomposed by the nonsubsampled conto... A novel algorithm for image edge detection is presented. This algorithm combines the nonsubsampled contourlet transform and the mathematical morphology. First, the source image is decomposed by the nonsubsampled contourlet transform into multi-scale and multi-directional subbands. Then the edges in the high-frequency and low-frequency sub-bands are respectively extracted by the dualthreshold modulus maxima method and the mathematical morphology operator. Finally, the edges from the high- frequency and low-frequency sub-bands are integrated to the edges of the source image, which are refined, and isolated points are excluded to achieve the edges of the source image. The simulation results show that the proposed algorithm can effectively suppress noise, eliminate pseudo-edges and overcome the adverse effects caused by uneven illumination to a certain extent. Compared with the traditional methods such as LoG, Sobel, and Carmy operators and the modulus maxima algorithm, the proposed method can maintain sufficient positioning accuracy and edge details, and it can also make an improvement in the completeness, smoothness and clearness of the outline. 展开更多
关键词 image edge detection nonsubsampled contourlet transform NSCT modulus maxima DUAL-THRESHOLD mathematical morphology structural elements
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Application of wavelet transform modulus maxima in boundary detection of potential fields 被引量:1
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作者 ZHU Baojian DAI Weiming 《Global Geology》 2012年第4期281-285,共5页
This study presents the use of the method of wavelet transform modulus maxima(WTMM) to detect boundaries of potential field sources.The boundaries of causative sources can be judged by calculating the local modulus ma... This study presents the use of the method of wavelet transform modulus maxima(WTMM) to detect boundaries of potential field sources.The boundaries of causative sources can be judged by calculating the local modulus maxima of wavelet coefficients at different scales.For the potential field data with noise,the detected boundaries at small scales are easy to be distorted by noise,however,at large scales,the noise can be suppressed greatly and presents more accurate boundary detection results.Therefore,we can get a better boundary judgment by considering the detected boundaries at all scales.Applying the WTMM method to synthetic models and a real data set of Meishan iron deposit,both get a good effect. 展开更多
关键词 WAVELET modulus maxima potential field boundary detection
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Edge detection of magnetic tile cracks,based on wavelet 被引量:2
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作者 林丽君 He Mingge +2 位作者 Yin Ying Yin Xiangyun Yin Guofu 《High Technology Letters》 EI CAS 2015年第3期276-281,共6页
In order to extract the defect edge information on the magnetic tile surface with low contrast and textured background,an edge detection algorithm based on image weighted information entropy and wavelet modulus maxima... In order to extract the defect edge information on the magnetic tile surface with low contrast and textured background,an edge detection algorithm based on image weighted information entropy and wavelet modulus maxima is proposed.At first,a new Butterworth high pass filter(BHPF) with adaptive cutoff frequency is produced,because the clarity and complexity of the textured background are described by the weighted information entropy of the image gradient variance quantitatively,and the filter can change its parameters through matching the non-linear relationship between the information entropy and the cutoff frequency.And then,the best decomposition scale is obtained by the level determination function to prevent edge information from missing.At last,edge points are got by double threshold after obtaining the wavelet modulus maxima,and then the edge image is linked by the edge points to ensure the edge continuity and veracity.Experiment results indicate that the proposed algorithm outperforms the conventional Canny and Sobel algorithm,and the edge detection algorithm can also detect other defects,and lays the foundation for defecting auto- recognition. 展开更多
关键词 edge detection wavelet transform textures processing magnetic tile informationentropy
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多级交错单相APFC电感电流和FRD电流合成原理
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作者 袁乐 蔡子琨 +2 位作者 乔天辰 杨喜军 卢广震 《变频器世界》 2018年第12期61-72,87,共13页
为了提高系统效率,改善器件选型难度,并能实现磁性元件在板安装和降低成本,较大功率的单相有源功率因数校正器(APFC)需要采用多级交错有桥结构。为了降低升压电感尺寸,开关频率都在40kHz以上。单相APFC的电感电流合成与FRD电流合成分别... 为了提高系统效率,改善器件选型难度,并能实现磁性元件在板安装和降低成本,较大功率的单相有源功率因数校正器(APFC)需要采用多级交错有桥结构。为了降低升压电感尺寸,开关频率都在40kHz以上。单相APFC的电感电流合成与FRD电流合成分别决定着网侧电流质量和输出电压质量。本文重点揭示和理论分析电感电流合成中合成电流出现零值和极值的发生条件,并分析FRD电流合成对输出电容纹波电压和ESR损耗的影响,并通过求解电流有效值大小后给出功率开关下串分流电阻的选型依据,以上说法得到理论分析和仿真分析验证,为深入理解和全面掌握多级交错单相APFC工作原理奠定基础。 展开更多
关键词 功率因数校正 多级交错 电感电流合成 FRD电流合成
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An Extreme Value Approach to Test the Effect of Price Limits on Volatility
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作者 Haitham Nobanee Khalil Hilu 《Journal of Modern Accounting and Auditing》 2013年第10期1382-1391,共10页
Many stock exchanges around the world enforcing daily price limits on the amount asset prices can change to prevent the market from overreacting and to reduce volatility. Price limits are artificial boundaries set by ... Many stock exchanges around the world enforcing daily price limits on the amount asset prices can change to prevent the market from overreacting and to reduce volatility. Price limits are artificial boundaries set by market regulators who restrict price changes of a stock to a pre-specified range during a trading day or a single trading session. The primary aim of price limit rules is to stabilize the markets during panic trading, to moderate vitality by repressing excessive speculation, and to allow stocks to be traded at prices close to their fair value. However, their impact on the market is a somewhat unresolved issue (Harris, 1998). Using a methodology of comparing volatility based on the extreme value technique, the authors empirically investigate the impact of price limits on the volatility of the Stock Exchange of Thailand. The empirical results support price limits advocates, suggesting that price limits rules moderate stock price volatility. 展开更多
关键词 price limits extreme value theory VOLATILITY Stock Exchange of Thailand
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A new kind of wavelet-based method for spectrum deconvolution
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作者 肖跃 崔一平 《Journal of Southeast University(English Edition)》 EI CAS 2003年第1期22-25,共4页
To subtract the slit function from the measured spectrum, a wavelet-based deconvolution method is proposed to obtain a regularized solution of the problem. The method includes reconstructing the signal from the wavele... To subtract the slit function from the measured spectrum, a wavelet-based deconvolution method is proposed to obtain a regularized solution of the problem. The method includes reconstructing the signal from the wavelet modulus maxima. For the purpose of maxima selection, the spatially selective noise filtration technique was used to distinguish modulus maxima produced by signal from the one created by noise. To test the method, sodium spectrum measured at a wide slit was deconvolved. He-Ne spectrum measured at the corresponding slit width was used as slit function. Sodium measured at a narrow slit was used as the reference spectrum. The deconvolutton result shows that this method can enhance the resolution of the degraded spectrum greatly. 展开更多
关键词 DECONVOLUTION slit function wavelet local maxima
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改进经验模态分解算法在光纤布拉格光栅周界入侵行为分类中的应用 被引量:14
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作者 陈勇 安汪悦 +2 位作者 刘焕淋 刘志强 周立新 《中国激光》 EI CAS CSCD 北大核心 2019年第3期167-176,共10页
为了解决周界入侵行为识别正确率低的问题,对经验模态分解算法进行改进,并将其用于光纤布拉格光栅周界入侵行为分类。该方法利用短时平均过零率从整体信号中提取入侵信号,采用两次极值波延拓抑制经验模态分解算法的端点效应,对入侵信号... 为了解决周界入侵行为识别正确率低的问题,对经验模态分解算法进行改进,并将其用于光纤布拉格光栅周界入侵行为分类。该方法利用短时平均过零率从整体信号中提取入侵信号,采用两次极值波延拓抑制经验模态分解算法的端点效应,对入侵信号进行分解并提取有效分量的特征,引用支持向量机对入侵行为进行识别;在室外环境下分别对无入侵和攀爬、剪切、碰撞、触摸4种入侵行为进行分类与识别。结果表明,所提方法能有效识别不同的入侵行为,识别正确率大于96%。 展开更多
关键词 光栅 周界安防 经验模态分解 短时平均过零率 极值波延拓 光纤布拉格光栅
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Application of Wavelet Transform Modulus Maxima in Raman Distributed Temperature Sensors 被引量:7
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作者 Zongliang WANG Jun CHANG Sasa ZHANG Sha LUO Cuanwu JIA Boning SUN Shuo JIANG Yongning LIU Xiaohui LIU Guangping LV Zhi LIU 《Photonic Sensors》 SCIE EI CAS 2014年第2期142-146,共5页
We proposed and demonstrated a wavelet transform modulus maxima (WTMM) de-noising method to decrease the temperature error. In this scheme, the composition scale was determined simply by the WTMM amplitude variation... We proposed and demonstrated a wavelet transform modulus maxima (WTMM) de-noising method to decrease the temperature error. In this scheme, the composition scale was determined simply by the WTMM amplitude variation with the growth of the decomposition scale at 30 ℃, and the signal WTMM was obtained by the wavelet decomposition modulus on every decomposition scale based on the modulus propagating difference between the signal and noise. Then, we reconstructed the signal using the signal WTMM. Experimental results show that the proposed method is effective for de-noising, allowing for a temperature error decrease of about 1 ℃ at 40 ℃ and 50℃ comparing to the original data. 展开更多
关键词 Distributed temperature sensor RAMAN wavelet transform modulus maxima
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Climate and extrema of ocean waves in the East China Sea 被引量:8
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作者 Hailun HE Jinbao SONG +3 位作者 Yefei BAI Yao XU Juanjuan WANG Fan BI 《Science China Earth Sciences》 SCIE EI CAS CSCD 2018年第7期980-994,共15页
Wave climate plays an important role in the air-sea interaction over marginal seas. Extreme wave height provides fundamental information for various ocean engineering practices, such as hazard mitigation, coastal stru... Wave climate plays an important role in the air-sea interaction over marginal seas. Extreme wave height provides fundamental information for various ocean engineering practices, such as hazard mitigation, coastal structure design, and risk assessment. In this paper, we implement a third generation wave model and conduct a high-resolution wave hindcast over the East China Sea to reconstruct a 15-year wave field from 1988 to 2002 for derivation of monthly mean wave parameters and analysis of extreme wave conditions. The numerical results of the wave field are validated through comparison with satellite altimetry measurements, low-resolution reanalysis, and the ocean wave buoy record. The monthly averaged wave height and wave period show seasonal variation and refined spatial patterns of surface waves in the East China Sea. The climatological significant wave height and mean wave period decrease from the open ocean in the southeast toward the continental area in the northwest, with the pattern generally following the bathymetry. Extreme analysis on the significant wave height at the buoy station indicates the hindcast data underestimate the extreme values relative to the observations. The spatial pattern of extreme wave height shows single peak emerges at the southwest of Ryukyu Island although a wind forcing with multi-core structure at the extreme is applied. 展开更多
关键词 Wave climate East China Sea Extreme value analysis WaveWatch-lll
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