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改进的小波阈值法在测井曲线去噪中的应用
引用本文:吴雅娟,高兴,王辉,刘晓光,李国家.改进的小波阈值法在测井曲线去噪中的应用[J].计算机系统应用,2013,22(3):182-185,152.
作者姓名:吴雅娟  高兴  王辉  刘晓光  李国家
作者单位:东北石油大学 计算机与信息技术学院, 大庆 163318;东北石油大学 计算机与信息技术学院, 大庆 163318;东北石油大学 计算机与信息技术学院, 大庆 163318;中国石油渤海钻探第一钻井分公司70025钻井队, 天津 300270;大庆油田工程有限公司 市场开发部, 大庆 163712
基金项目:国家自然科学基金(61170132)
摘    要:介绍了基于小波阈值法的测井曲线滤波原理,分析了现有小波阈值函数和阈值特点,提出了一种改进的小波阈值去噪法.通过Heavisine信号的仿真实验以及测井曲线实例表明,改进的小波阈值法在有效滤除测井信号中的噪声的同时又可以保留曲线的细节信息,在测井曲线去噪处理中得到很好的应用.

关 键 词:小波阈值法  阈值函数  测井曲线  去噪
收稿时间:8/8/2012 12:00:00 AM
修稿时间:2012/9/15 0:00:00

Application of Improved Wavelet Threshold Method to Logging Curves Denoising
WU Ya-Juan,GAO Xing,WANG Hui,LIU Xiao-Guang and LI Guo-Jia.Application of Improved Wavelet Threshold Method to Logging Curves Denoising[J].Computer Systems& Applications,2013,22(3):182-185,152.
Authors:WU Ya-Juan  GAO Xing  WANG Hui  LIU Xiao-Guang and LI Guo-Jia
Affiliation:School of Computer and Information Technology, Northeast Petroleum University, Daqing 163318, China;School of Computer and Information Technology, Northeast Petroleum University, Daqing 163318, China;School of Computer and Information Technology, Northeast Petroleum University, Daqing 163318, China;No. 70025 Drilling Crew, The First Drilling Company of CNPE Bohai Drilling, Huangshan 245021, China;Department of Market Development, Daqing Oilfield Engineering Co.Ltd, Daqing 163712, China
Abstract:The paper introduces the logging curves filtering principle based on wavelet thresholding method ,anlyses the thresholds and wavelet thresholding functions characteristics, then an improved wavelet threshold denoising method is proposed. The simulation experiment of Heavisine signal and logging curves example results show that, the improved wavelet thresholding method can preserve curves datails well while reducing noise efficiently and it can get good application in logging curves denoise processing.
Keywords:wavelet threshoding method  threshold function  logging curves  de-noising
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