Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Acta Electronica Sinica》 2002-02
Add to Favorite Get Latest Update

Adaptive Wavelet Thresholding Denoising method Based on SURE Estimation

QU Tian shu,DAI Yi song,WANG Shu xun (Jilin Univercity,Information Department,Changchun,Jilin 130025,China)  
This paper presents a novel adaptive denoising method based on wavelet shrinkage method.First,we present a new class of thresholding function that has continuous derivative while the derivative of standard soft thresholding function is not continuous.The new thresholding function makes it possible to construct an adaptive algorithm whenever using the wavelet shrinkage method.Second,by using the new thresholding function,we present an adaptive method based on SURE Risk.At last,several numerical examples are given,the result shows that the proposed method is very effective in adaptively finding the optimal solution in mean square error(MSE) sense.It also indicates that this method gives better MSE performance than other wavelet shrinkage methods.
【CateGory Index】: TN911.4
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 10 Hits
1 YU Wanbao1,CHEN Guoping1,NIE Zaiping1,ZHAO Zhiqin1,LIU Q.H.1,2 1 School of Electronic Engineering,University of Electronic Science and Technology of China,Chengdu 610054;2 Duke university,USA;Wavelet analysis using soft-thresholding filtering in electromagnetic induced thermo-acoustic tomography system[J];Beijing Biomedical Engineering;2008-05
2 MA Heng,BIAN Hongwei,XU Jiangning (College of Electrical and Informational Engineering,Navy University of Engineering,Wuhan 430033,China);The Dynamic Test System Based on Periodic Translation Wavelet Shrinkage De-Noising Algorithm[J];Journal of Test and Measurement Technology;2006-04
3 YANG Xin-yuan ZHA Pin-de WANG Xin (school of Information and Communication Engineering,Harbin Engineering University,Harbin 150001,China);Application of Improved De-noising Algorithm of Wavelet Threshold to MMW Radar Echo Signal[J];Journal of Projectiles,Rockets,Missiles and Guidance;2005-S5
4 XIONG Ke (Jiangxi Vocational Technical College of Industry & Trade,Nanchang 330366,China);Thresholds in wavelet filtering[J];Electric Power Automation Equipment;2008-10
5 WU Ya-dong,SUN Shi-xin (School of Computer Science and Engineering,University of Electronic Science and Technology of China,Chengdu,Sichuan 610054,China);A New Hybrid Image De-noising Algorithm Based on 2D Wavelet Shrinkage and Nonlinear Diffusion[J];Acta Electronica Sinica;2006-01
6 LIU Jin,LEI Yi (School of Mechanical and Electronic Engineering,China University of Petroleum,Dongying 257061,China);Application of wavelet analysis in ultrasonic testing signal processing[J];Electric Welding Machine;2010-07
7 HUANG Wen-qing,DAI Yu-xing,LI Jia-sheng (College of Electrical and Information Engineering,Hunan Univ,Changsha,Hunan 410082,China);Adaptive Wavelet Denoising Based on Cross-Validation[J];Journal of Hunan University(Natural Sciences);2008-11
8 WANG Hong-zhi,WU Wei,ZHONG Cheng(College of Computer Science and Engineering,Changchun University of Technology,Changchun 130012,China);Image denoising algorithm based on nonlinear diffusion and wavelet transform[J];Journal of Jilin University(Engineering and Technology Edition);2009-02
9 HUANG Yi-jun~(1,2),WANG Jin-you~1(1.Dept.of Computer Science and Technology,Xinyang Normal University,Xinyang,Henan 464000,China;2.College of Automation,Northwestern Polytechnical University,Xi'an,Shaanxi 710072,China);Application of Wavelet Threshold Denoising to Weak Signal Measurement[J];Acta Metrologica Sinica;2007-02
10 Meng Jinli Pan Quan Zhang Hongcai (Department of Automatic Control,Northwestern Polytechnical University,Xi'an710072);Adaptive Wavelet Denoising by Spatial Correlation Thresholding[J];Computer Engineering and Applications;2004-27
China Proceedings of conference Full-text Database 3 Hits
1 SHANG Feng-jun~(1,2) Wang Hai-xia~1 1.College of Communication and Information Engineering,Chongqing University of Posts and Telecommunications,Chongqing 400065,China 2.Key Laboratory of Opto-electronic Technology and System of Ministry of Education,College of Opto-electronic Engineering,Chongqing University,Chongqing 400044,China;Design and Realization of the Multi-channel Analyzer Based on CPLD[A];[C];2005
2 Shang Fengjun (Chongqing University of Posts and Telecommunications, Chongqing 400065,China);Applacation of Adaptive Wavelet on Spectra Analysis[A];[C];2004
3 Guo Zhong Liao Haiyang Chen Yi Li Yuhang Lv Jianbo (College of Opto-electronic Engineering of Chongqing University Chongqing 400030 China);Application of Improved Threshold Denoising Based on Wavelet Transform to Laman Spectral Processing[A];[C];2009
【Citations】
Chinese Journal Full-text Database 3 Hits
1 Pan Quan;Dai Guanzhong;Zhang Hongacai;Zhang Lei(Dept.of Automatic Control,Northwestern Polytechnical University,Xi’710072);A Threshold Selection Method for Hard-Threshold Filter Algorithm[J];ACTA ELECTRONICA SINICA;1998-01
2 Mei Wenbo(Department of Electronic Engineering, Beijing Institute of Technology, 100081 ) Lik-kwan Shark(Dept. of Electrical and Electronic Engineering,University of Central Lancashire,England);Optimum Wavelet Threshold Technique for Fractal Signal Estimation[J];Acta Electronica Sinica;1998-04
3 Li Chongni;Hu Guangrui(School of Electronic and Information,Shanghai Jiaotong University, Shanghai 200030);A Modified Wavelet Domain Speech Enhancement Method[J];Journal of China Institute of Communications;1999-04
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Chen Jing xia Pan Li deng (College of Information Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China);Method of denoising via wavelet thresholding and its improvement[J];Journal of Beijing University of Chemical Technology;2003-06
2 CHEN Shan Xue ZHENG Jian hong (Department of Electronic and Information Engineering,Chongqing University of Posts and Telecommunications,Chongqing 400065);Signal Reconstruction from Modulus Maxima of Signal's Wavelet Transform[J];Journal of Chongqing University of Posts and Telecommunications;2000-02
3 HE Kai, WANG Shuxun, DAI Yisong(College of Commun. Eng., Jilin University, Changchun 130012, China);Method on denoising of 1/f fractal signal based on Shannon entropy[J];Journal of Changchun Post and Telecommunication Institute;2003-01
4 Xu Weiming, Liang Kailong, Qiu Wendong (Surveying and Mapping Department of Dalian Naval Academy, Dalian, 116018,China);Optimum wavelet threshold filtering algorithm for echosounding signal processing[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;1999-02
5 MA Heng,BIAN Hongwei,XU Jiangning (College of Electrical and Informational Engineering,Navy University of Engineering,Wuhan 430033,China);The Dynamic Test System Based on Periodic Translation Wavelet Shrinkage De-Noising Algorithm[J];Journal of Test and Measurement Technology;2006-04
6 HUANG Yijun~1,2,WANG Jinyou~1(1.Dept.of Computer Science and Technology,XinYang Normal University,Xinyang 464000,China;2.College of Automation,Northwestern Polytechnical University,Xi'an 710072,China);The Adaptive Annealing Genetic Algorithm for Selecting Wavelet Denoising Threshold Parameter[J];Journal of Test and Measurement Technology;2006-05
7 LI Gao-feng,YIN Jun-xun,XU Yan;A Modified Methed of Speech Denoising on Wavelet Transform Momain[J];Audio Engineering;2001-01
8 SUN Ze-hui, ZHOU Nan, HUANG Xiao-ge (School of Electronic Engineering,University of Electronic Science and Technology of China, Chengdu 610054, China);A Modified Speech Denoising Algorithm Using Threshold-based Wavelet Domain Method[J];Audio Engineering;2007-12
9 RONG Li-xia (Department of Computer,Dezhou University,Dezhou Shandong 253023,China);Signal Denoising Algorithm Based on Best Wavelet Packet Groups[J];Journal of Dezhou University;2005-02
10 WANG Bo,PAN Quan,ZHANG Hong cai,DAI Guan zhong (Northwestern Polytechnical University,Xi'an 710072,China);Signal Filtering Algorithm Based on the Wavelet Transformation[J];Acta Electronica Sinica;1999-11
China Proceedings of conference Full-text Database 3 Hits
1 Yang Weiming (School of Telecommunication Engineering,Beijing University of Posts and Telecommunications,Beijing100876);A algorithm for speech enhancement using threshold-based wavelet domain method[A];[C];2008
2 LIANG Chao, LIN Jian-yu (Electronics Eng. College, Naval Univ. of Engineering, Wuhan 430033, China);A Kind of Optimum Filter Algorithm Based on Wavelet Transform[A];[C];2004
3 MIN Shu-jun TIAN Lan (School of Information Science and Engineering,Shandong University,Jinan 250100,China);Overview of speech enhancement algorithms[A];[C];2009
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 WEN Li,LIU Zhen-shi (Sch.of Mech.&Auto.Engn.,Hefei Uni versity of Technology,Hefei 230009,China);Study on translation invariant wavelet denoising method[J];Journal of Anhui Institute of Mechanical and Electrical Engineering;2001-04
2 Wu Xiaodong, Li Yongming, Chen Hongyi(Institute of Microelectronics, Tsinghua University, Beijing 100084)Received 26 November 1997, revised manuscript received 12 February 1998;VLSI Architecture for 1\|D Discrete Wavelet/Wavelet Packet Transform[J];CHINESE JOURNAL OF SEMICONDUCTORS;1999-03
3 Zhang Yongmei and Xu Jiasheng(Institute of Microelectronics, Tsinghua University, Beijing 100084);IC Architecture for Wavelet Transform[J];CHINESE JOURNAL OF SEMICONDUCTORS;1995-09
4 WANG Wen jing, LIU Zhi ming, MIAO Long xiu (College of Mechanical and Electrical Engineering, Northern Jiaotong University, Beijing 100044,China);The Strain Modal Analysis of Structure Based on Modal Testing[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;2000-04
5 ZHAO Lian-wei,LUO Si-wei,LIAO Ling-zhi,TIAN Mei(School of Computer and Information Technology,Beijing Jiaotong University, Beijing 100044,China);Study on Principal Curve Construction Algorithm[J];Journal of Beijing Jiaotong University;2006-02
6 FEI Shuang-bo ZHAO Rui-zhen (School of Computer and Information Technology,Beijing Jiaotong University,Beijing 100044,China);Image Denoising with Wavelet Threshold Based on SURE Rule[J];Journal of Beijing Jiaotong University;2007-02
7 AN Zhen-zhou1, LU Xiao-qiang2, TU Biao3 (1. Brigade of Graduate, Air Defense Forces Command Academy, Zhengzhou 450052, China; 2. Staff Room of Foreign Army, Air Defense Forces Command Academy, Zhengzhou 450052, China; 3. Equipment Station, Air Defense Forces Command Academy, Zhengzhou 450052, China);Archibald General Zero-Fly Testing System Design[J];Ordnance Industry Automation;2006-07
8 ZHANG Xian-yi,SU Wei-min,GU Hong (Research Center of Electronic Engineering Technology,Nanjing University of Science and Technology,Nanjing 210094,Jiangsu,China);Performance Analysis for Random Noise Ultra-wideband Radar Signal[J];Acta Armamentarii;2007-05
9 Ning Xiaolin Fang Jiancheng (School of Instrument Science and Opto-electronics Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100083, China );Analysis of observability and the degree of observability in autonomous celestial navigation[J];Journal of Beijing University of Aeronautics and Astronautics;2005-06
10 Chen Yi Li Shu(School of Aeronautic Science and Technology,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);Application of improved threshold denoising based on wavelet transform to ultrasonic signal processing[J];Journal of Beijing University of Aeronautics and Astronautics;2006-04
China Proceedings of conference Full-text Database 1 Hits
1 Wu Jinpein (WuYi University Jiangmen, 529020);The Fuzzy Diagnosis Technic and It Application[A];[C];1995
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Jian-yu~1 GAO Li-xin~1 CUI Ling-li~1 WANG Shuang-qi~2 WANG Guo-dong~1 1.Key laboratory of advanced manufacturing technology,Beijing University of Technology,Beijing 100022,China; 2.Tangshan Iron and Steel Corp.Ltd,Tangshan 063000,Hebei,China;Incipient Diagnosis on the Bearing Fault of Rolling Mills Based on Wavelet Denoising Technology[J];Journal of Beijing University of Technology;2006-08
2 ZHOU Hongbiao1,2 CHEN Ruozhu1 TIAN Shoujun1 1 Department of Electrical and Information Engineering,Huaiyin Institute of Technology,Huaiyin,Jiangshu Province 223001;2 College of Electrical and Information Engineering,Lanzhou University of Technology,Lanzhou 730050;Designing a Pulse Signal Analysis Instrument Based on Wavelet Transform[J];Beijing Biomedical Engineering;2009-03
3 LI Jin-ping,MA Kun-bao;Improvement of Resolving Power for Circular Scanning Image[J];Bulletin of Surveying and Mapping;2006-02
4 CHEN Chen XU Da-hai CHENG Qing-hua (Yangtze University,Jingzhou 434023);A De-Noising Technique for Raman Spectra Based on Wavelet Transform[J];;2006-04
5 MA Heng,BIAN Hongwei,XU Jiangning (College of Electrical and Informational Engineering,Navy University of Engineering,Wuhan 430033,China);The Dynamic Test System Based on Periodic Translation Wavelet Shrinkage De-Noising Algorithm[J];Journal of Test and Measurement Technology;2006-04
6 LIU Jie~1, ZHU Qi-bing~1, LI Yun-gong~1, YING Huai-qiao~2 (1. School of Mechanical Engineering & Automation, Northeastern University, Shenyang 110004,China; 2. China Orient Institute of Noise and Vibration, Beijing 100085, China. );Signal De-noising Research Based on New Threshold Function via Dyadic Wavelet Transform[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2006-05
7 WANG Zhenjian(Ludong University Library Information Techaology Department,Yantai 264025,China);A Contourlet Cycle-Spinning and Adaptive Threshold SAR Speckle Reduction Algorithm[J];Electronics Optics & Control;2009-04
8 YANG Xin-yuan ZHA Pin-de WANG Xin (school of Information and Communication Engineering,Harbin Engineering University,Harbin 150001,China);Application of Improved De-noising Algorithm of Wavelet Threshold to MMW Radar Echo Signal[J];Journal of Projectiles,Rockets,Missiles and Guidance;2005-S5
9 Qu Guoqing1,2),Dang Yamin3),Zhang Chuanyin3)and Su Xiaoqing2)1)Shangdong University of Science and Technology,Qingdao 2665102)Shandong University of Technology,Zibo 2550493)Chinese Academy of Surveying and Mapping,Beijing 100039;ANALYSIS AND IMPROVMENT OF DE-NOISING METHOD FOR WAVELET PACKET[J];Journal of Geodesy and Geodynamics;2008-04
10 He Mingzhe et al;Signal De-noising in Wavelet based on New Threshold Function[J];Computer Development & Applications;2008-05
China Proceedings of conference Full-text Database 5 Hits
1 LIAO Ke,YE Ming,DING Xiao-min (College of Information Science and Technology,Nanjing University of Aeronautics and Astronautics,Jiangsu Nanjing 210016,China);Vibration signals deniosing based on the lifting wavelet transform and implemented by DSP[A];[C];2009
2 Wang Xiang Xue Shenghu Xu Pengpeng (College of Metrology and Measuring Engineering China Jiliang University Hangzhou 310018 China);The Research for the Digital Displaying and Reading Device of Liquid-in-glass Thermometer[A];[C];2009
3 Ye Ruiquan (Nanchang Military Academy Nanchang 330103);Signal De-noising in Wavelet Packet Based on a Novel Threshold Function[A];[C];2009
4 Jin Shili~1,Zhao Zhigang (1 College of Information Engineering,Qingdao University,Qingdao 266071,China);Survey of a Hybrid Image Denoising Algorithm Based on Wavelet Shrinkage and Nonlinear Diffusion[A];[C];2010
5 Li Changwu~(1,2) Gu Jianping~1 Zhang Sheng~1 Zhang Shuqing~1 (1 Electronic Engineering Institute of Yanshan University the Key Lab of Measurement Technology and Instrumentation of Hebei Province Qinhuangdao China 066004 China; 2 Dalian Industry Colledge Dalian 116034 China );Noise-removing of Tiny Mutation Signal and Detection of Singular Points Basaed on Improved Threshold Function and Wavelet Pretreatment[A];[C];2008
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 Wu Ruiyun;Mei Wenbo;Zhou Siyong(Department of Electronics Engineering,Beijing Institute of Technology,Beijing 100081);Extraction of Transient Signal Waveforms Using Wavelet Transform[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1996-04
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved