| EMD端点效应的评价指标及抑制端点效应的窗函数法 |
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| 引用本文： | 任达千,吴昭同,严拱标. EMD端点效应的评价指标及抑制端点效应的窗函数法[J]. 制造业自动化, 2007, 29(1): 21-24 |
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| 作者姓名： | 任达千 吴昭同 严拱标 |
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| 作者单位： | 浙江大学,机械与能源学院,浙江,杭州,310027 |
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| 基金项目： | 国家自然科学基金资助(50505016) |
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| 摘 要： | 在应用经验模态分解(EMD)处理数据的时候,端点效应成为影响该方法精度的主要因素,即在“筛”的过程中上下包络在数据序列的两端会出现发散现象。端点效应会增加一些虚假成分,信号的总能量也随之增加,本文提出可以计算EMD后信号的总能量,来评估端点效应的影响程度。为了抑制端点效应,本文提出一种新的解决方法,即在信号序列上加窗函数,仿真结果表明,窗函数法有明显的效果。
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| 关 键 词： | EMD 端点效应 评价指标 窗函数 |
| 文章编号： | 1009-0134(2007)01-0021-03 |
| 修稿时间： | 2006-06-01 |
Evaluation of the EMD end effect and its window based method |
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| REN Da-qian,WU Zhao-tong,YAN Gong-biao. Evaluation of the EMD end effect and its window based method[J]. Manufacturing Automation, 2007, 29(1): 21-24 |
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| Authors: | REN Da-qian WU Zhao-tong YAN Gong-biao |
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| Affiliation: | College of Mechanical and Energy Engineering, Zhejiang Univ., Hangzhou 310027, China |
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| Abstract: | The end effect is a key shortcoming of the Empirical Mode Decomposition. On the sifting process, the upper and lower envelop can have large swing. The end effect provides some fake component, and the energy of the signal is increased. An index based on energy has been developed for evaluating the end effect. The end effect can be reduced by multiplying a window function with the signal. The experiment result show that the method is feasible. |
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| Keywords: | Empirical Mode Decomposition end effect evaluating indicator window function |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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