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基于匹配小波包算法的地震信号去噪
引用本文:王培茂,杨冬红,高茹,李安帮,刘财.基于匹配小波包算法的地震信号去噪[J].世界地质,2011,30(2):277-281.
作者姓名:王培茂  杨冬红  高茹  李安帮  刘财
作者单位:1. 中石化东北油气分公司勘探开发研究院,长春130062; 2. 吉林大学古生物学与地层学研究中心长春130026; 3. 中国一汽轿车股份有限公司产品部,长春130012; 4. 吉林大学地球探测科学与技术学院,长春130026
摘    要:地震资料的信噪比是影响地震资料质量的关键因素之一。目前的去噪方法中,在滤波的同时会损伤有效信号,因此提出基于匹配算法的去噪方法,利用和地震信号匹配的小波包对信号进行分解,用选出的波形代表有效信号达到去噪的效果。实验分析表明,利用匹配小波包算法能够很好地压制地震信号白噪声,提高信噪比。当噪声能量小于有效信号周期能量时,小波包算法去噪效果比小波收缩阈值法好,信噪比提高5 dB ±。

关 键 词:信噪比  匹配算法  小波包

Seismic signal denoising by matching wavelet packet algorithm
WANG Pei-mao,YANG Dong-hong,GAO Ru,LI An-bang,LIU Cai.Seismic signal denoising by matching wavelet packet algorithm[J].World Geology,2011,30(2):277-281.
Authors:WANG Pei-mao  YANG Dong-hong  GAO Ru  LI An-bang  LIU Cai
Institution:1. Exploration and Development Research Institute,Northeast Branch of SINOPEC,Changchun 130062,China; 2. Research Center of Palaeontology & Stratigraphy,Jilin University,Changchun 130026,China; 3. Product Department of FAW Car CO. ,Ltd,Changchun 130012,China; 4. College of Geoexploration Science and Technology,Jilin University,Changchun 130026,China
Abstract:The signal-noise ratio is a key factor affecting the quality of seismic data.The current denoising methods are difficult in removing noise without damaging effective signals.Therefore,the denoising method based on matching algorithm is proposed.The authors use wavelet packet matching the seismic data to decompose the signals,select wave form to represent effective signals and reach to the effect of denoising.Experimental analysis shows that using matching wavelet packet algorithm can suppress the white noise in seismic data well and improve signal-noise ratio.The method denoising effect of wavelet packet algorithm is better than wavelet shrinkage threshold method,and signal-noise ratio can be improved for 5 dB when the noise energy is less than the effective signal-cycle energy.
Keywords:signal-noise ratio  pursuit algorithm  wavelet packet
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