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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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参考文献9

  • 1王鲁明,赵坚,华安增,赵晓豹.脆性材料SHPB实验技术的研究[J].岩石力学与工程学报,2003,22(11):1798-1802. 被引量:29
  • 2Li X B, Lok T S, Zhao J, et al, Oscillation elimination in the Hopkinson bar apparatus and resultant complete dynamic stress-strain curves for rocks[J], International Journal of Rock Mechanics and Mining Sciences, 2000, 37:1055-1060.
  • 3范显峰,姜兴渭.基于小波包变换的信号去噪方法研究[J].哈尔滨工业大学学报,2003,35(7):809-811. 被引量:39
  • 4Katim G O, David J A. Noise reduction in multichannel neural recordings using a new array wavelet denoising algorithm[J].Neurocomputing, 2001, 38(4): 1687 - 1693.
  • 5林大超,施惠基,白春华,张奇.爆炸地震效应的时频分析[J].爆炸与冲击,2003,23(1):31-36. 被引量:79
  • 6Averbuch A, Hulata E, Zheludev V, et al. A wavelet packet algorithm for classification and detection of moving vehicles[J].Multidimensional Systems and Signal Processing, 2001, 12: 9 - 31.
  • 7Tikkanen P E. Nonlinear wavelet and wavelet packet denoising of electrocardiogram signal[J]. Biol. Cybem., 1999, 80:259 - 267.
  • 8凌同华,李夕兵.基于小波变换的时-能分布确定微差爆破的实际延迟时间[J].岩石力学与工程学报,2004,23(13):2266-2270. 被引量:64
  • 9Daubechies I. The wavelet transform, time-frequency localization and signal analysis[J]. IEEE Transactions on Information Theory, 1990,26(5): 961 - 1005.

二级参考文献23

  • 1杨福生.小波变换的工程分析与应用[M].北京:科学出版社,2000..
  • 2胡昌华 张军波.基于MATLAB的系统分析与设计--小波分析[M].西安:西安电子科技大学出版社,2000..
  • 3张学亮.爆破地震效应[M].北京:地震出版社,1982.72-138.
  • 4KARIM G O, DAVID J A. Noise reduction in multichannel neural recordings using a new array wavelet denoising algorithm[J]. Neurocomputing, 2001,38(4) : 1687 - 1693.
  • 5THOMAS T L, ANTONY C S. Detection of transients in 1/f noise with the undecimated discrete wavelet transform[J]. IEEE Transactions on Signal Processing, 2000, 48 Fig.5 Matrix of wavelet packets coefficient after denise(5) : 1458 -1462.
  • 6JANSEN M, BULTHEEL A. Multiple wavelet threshold estimation by generalized cross validation for images with correlated noise [ J ]. IEEE Transactions on Image Processing, 1999, 8(7) : 947 -953.
  • 7Lok T S, Li X B, Zhao P J, et al. A large diameteg split Hopkinson bar for testing rocks[A]. In: Wang Sijing, Fu Bingjun, Li Zhongkui ed. Frontiers of Rock Mechanics and Sustainable Development in the 21^th Century[C]. Rotterdem: A A Balkema, 2001, 97-100.
  • 8Davis E D H, Hunter S C. Dynamic compvemion of solid by the method of split Hopkinson pressure bar[J]. Journal of Mechanics and Physics of Solid, 1963, 11(2): 155-163.
  • 9Lok T S, Li X B, Zhao P J, et al. Uniaxial compression tests on granite and its complete stress-strain relationship at high strain rates[A]. In: Wang Sijing, Fu Bingjun, Li Zhonglmi ed. Frontiers of Rock Mechanics and Sustainable Development in the 21^th Century[C]. Rotterdam: A A Balkema, 2001, 85-87.
  • 10Bandis S C, Lumsden A C, Barton N R. Fundamentals of rock fracture deformation[J]. International Journal of Rock Mechanics and Mining Sciences & Geomochanics Abstract, 1983, 20(6): 249-268.

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