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岩石SHPB试验信号的小波包去噪 被引量:7

APPLICATION OF WAVELET-PACKETS ANALYSIS TECHNIQUE IN THE SIGNAL DE-NOISING FOR SHPB TEST OF ROCK
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摘要 根据岩石霍布金逊压杆(SHPB)试验测试信号的高噪声与瞬态非平稳特点,利用小波包分析技术对其进行消噪处理。所得结果与传统方法所得结果比较发现:通常经过应变仪滤波和数据邻值平均法所得的测试结果是不准确的。用能够进行时频多尺度分辨的小波包变换方法进行信号的去噪处理。在揭示信号本身的时频信息的同时,能尽可能不失真地在强噪环境下重现有效信号,将这种方法用于岩石SHPB测试信号的去噪处理,能够得到可靠的结果。 In sight of the highly-noised, instantaneous and non-stationary characteristics of signal in SHPB test of rock, the wavelet-packets analysis technique is used to de-noise the test signal. Through compare between the wavelet-packets de-noised signal with that obtained from conventional method, it is found that the results gotten through strain gauge filtering and successive-values-averaging method is inaccurate. Wavelet packets analysis, as a new and promising tool in signal analyzing, has good resolution in time and scale aspects. The technique is used to de-noise signal from SHPB test of rock, the resolution is obtained in time and frequency domains simultaneously in multi-scales, and the de-noised results have neglectable errorness, the results turn out to be more reliable.
出处 《岩石力学与工程学报》 EI CAS CSCD 北大核心 2005年第A01期4779-4783,共5页 Chinese Journal of Rock Mechanics and Engineering
基金 国家自然科学基金重大项目(50490272,50490274) 国家自然科学基金资助项目(10472134)
关键词 岩石力学 岩石霍布金逊压杆(SHPB)试验 信号去噪 小波包分析 rock mechanics SHPB test of rock signal de-noising wavelet-packets analysis
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