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基于Morlet小波滤波的改进方法及仿真研究

An improved Morlet wavelet based signal filtering method and numerical simulation

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【作者】 杨丽萍郭勤涛戴元伦

【Author】 YANG Li-ping1,GUO Qin-tao2,DAI Yuan-lun3 (1.Department of Fundamental,Tianjin Institute of Urban Construction,Tianjin 300384,China;2.College of Mechanical and Electrical Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing 210096,China;3.701 Institute,Wuhan 430064,China)

【机构】 天津城市建设学院基础部南京航空航天大学机电学院701研究所 天津300384南京210096武汉430064

【摘要】 基于Morlet小波的滤波方法是新近发展起来信号分析方法,对于提高结构动态测试信号分析精度具有重要作用.本文对该方法的原理与算法进行了分析,指出该方法分析效率较低,尤其是滤波过程对信号阻尼特性有不利影响等问题.在此基础上,提出了基于Morlet小波滤波的改进方法.采用欧洲航空界广泛应用的GARTEUR飞机模型进行数值仿真研究,利用改进前后两种方法对仿真的扫频信号进行滤波,并基于滤波数据进行阻尼参数的识别.结果表明,改进方法计算量小,且较好地保持了信号的阻尼信息,验证了改进方法的有效性.

【Abstract】 Morlet wavelet based signal filtering method is a newly-developed signal processing method.The method plays an important role in improving the signal analysis accuracy in the structural dynamic testing.The principle and algorithm are analyzed in detail in paper.The reason why the algorithm is low efficient and the negative effect of filtering on signal damping characteristics are pointed out.An improved signal filtering algorithm is proposed.Numerical simulation is performed to verify the proposed algorithm.GARTEUR aircraft model,which is generally used by Europe aerospace industry,is adopted in the numerical simulation.The simulated sweep signals are filtered by using both of the methods.And,modal frequencies and damping ratios are identified from the filtered signals.The results imply that the proposed algorithm is efficient and able to keep the damping information of the signal.

【基金】 国家自然科学基金(50575101)
  • 【文献出处】 天津理工大学学报 ,Journal of Tianjin University of Technology , 编辑部邮箱 ,2008年02期
  • 【分类号】TN911.6
  • 【被引频次】2
  • 【下载频次】232
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