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《Journal of Chongqing University(Natural Science Edition)》 2006-10
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Choosing Method of Wavelet Neuron Based on ECG Data Compression

GUO Qiao-hui,YANG Yong-ming,GU Liang-ling(Key Laboratory of High Voltage Engineering and Electrical New Technology,Ministry of Education,Electrical Engineering College of Chongqing University,Chongqing 400030,China)  
The paper discusses a wavelet network for the ECG data compression and proposes the method for choosing its wavelet neuron.According to the spectrum range of the ECG data,we decide the time-frequency field of ECG.And the time-frequency field of wavelet is also determined by the spectrum range of it.The wavelet neuron is fixed preliminarily by the first two steps.Then the preliminary wavelet neuron is screened by using OLS algorithm.We choose Morlet as the mother wavelet,and use the ECG signal to validate by the method.The result demonstrates that the number of Morlet whose spectrums locate at the ECG's is up to 152.But after screening by the OLS algorithm,it reduces sharply.This method can make the size of the wavelet network driving to optimum and also reduce the training time of the wavelet network sharply.
【Fund】: 教育部重点实验室资助项目(718411003)
【CateGory Index】: TH772.2
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【Citations】
Chinese Journal Full-text Database 2 Hits
1 Xu Xiaoxia;Chen Tao;Wang Xiaosheng(Xi'an Jiaotong University.Xian 710049);Wavelet Neural Network Based on the Algorithm of Orthogonal Least Square[J];ACTA ELECTRONICA SINICA;1998-10
2 ZHANG Zeng fang\+1, CHEN Rui zhong\+2, QI Bao qian\+1, LU Ying bei\+1 (1 Dept of Computer Engineering, Guangxi University of Technology, Liuzhou 545006, China; 2 Dept of Computer Eng , Guangxi Normal University, Guilin 541004, China);A study of ECG data compression based on wavelet neural network[J];Journal of Guangxi Institute of Technology;2002-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Chen Xuefeng1,2,Qu Jinping1(1.The National Engineering Center of Novel Equipment for Polymer Processing,South China University of Technology,Guangzhou 510640,China;2.Mechanical Department of Shunde Polytechnic Institute,Guangzhou 528300,China);STUDY ON ELASTIC VIBRATION OF TOGGLE CLAMPING UNIT OF INJECTION MOLDING MACHINE[J];Engineering Plastics Application;2008-03
2 CHEN Wen-yuan,LI Xue-mei,CHI Xiao-mei(Sichuan Architecture Professional Technology College,Deyang 618000,China);Dynamic response based multi-damage monitoring of shear-type structure using wavelet-neural network[J];Sichuan Building Science;2006-03
3 XIE Xiao-di(Hefei University of Technology, Hefei 230001, China);The Analyzing of Distant Short-Circuit Fault Current in Rapid Transit Systems Based on Wavelet Packet Transform[J];;2005-01
4 Li Su-yun,Zhang De-xiang;Fault Analysis of Automobile Gearbox Vibration Signals Based on Wavelet Transform[J];Journal of Anhui Vocational College of Electronics & Information Technology;2012-01
5 LI Duo-tian1,ZHANG Wei-lin2 (1.Department of Civil Engineering,Anhui University of science and technology,Huainan 232001,China;2.Department of Engineering Mechanics,Anhui University of Architecture,Hefei 230022,China);Structural Nondestructive Testing and Wavelet Analysis[J];Journal of Anhui Institute of Architecture & Industry(Natural Science);2008-03
6 Zhang Bing(NFC(Beijing)Architectural Design Institute,Beijing 100041,China);The Differentiation of Different Mode Shapes in Beam Structural Crack Identification[J];Anhui Architecture;2010-02
7 LIN Wen (Guangxi Vocational College of Business and Technology,Nanning,Guangxi 530003);Research on Mango Appearance Rank Classification Based on Computer Vision and Neural Network[J];Journal of Anhui Agricultural Sciences;2010-23
8 MENG Yan(Shaanxi Petroleum-Chemical School, Xi'an 710061, China);Evaluating Joseph Needham's Hard Problem From The Wavelet Multiscale Viewpoint[J];Journal of Ankang Teachers College;2005-04
9 WANG Rong,XIE Yuan_dan(School of Electronic and Information Engineering,Anshan University of Science and Technology,Anshan 114044,China);Realization of image fusion algorithm based on wavelet transformation[J];Journal of Anshan University of Science and Technology;2003-05
10 DONG Li-wen~1,JIA Zhu-zhi~2,XIE Yuan-dan~1,WANG ping~2(1.School of Computer Science and Engineering,Anshan University of Science and Technology, Anshan 114044,China;2.School of Electronic and Information Engineering,Anshan University of Science and Technology ,Anshan 114044,China);Image-denoising algorithm based on wavelet transform[J];Journal of Anshan University of Science and Technology;2004-03
China Proceedings of conference Full-text Database 10 Hits
1 YANG Chen-Long Department of Mechanical Engineering,Zhejiang University,Hangzhou 310027,P.R.China;Automatic Waveforms Track Research on Ultrasonic Inspection of Curved Composite Surface[A];[C];2011
2 WANG Chongyang,PENG Yuan,ZHANG Fengzhen,MU Lin National Key Laboratory of Science and Technology on Underwater Test and Control,Dalian,116013;Underwater target echo signal feature extraction applying CWT and SVD[A];[C];2011
3 HE Zheng-jia, ZI Yan-yang, CHEN Xue-feng, WANG Xiao-dong (School of Mechanical Engineering, Key State Laboratory of Manufacturing System Engineering,, Xi’an Jiaotong University, Xi’an, 710049, China);Transform Principle of Inner Product for Fault Diagnosis[A];[C];2007
4 Lin Zi Song Peng (Ji Lin University Communication Institute);Noise-Reduction Of 1/f-type Fractal Signal Based On Wavelet transform[A];[C];2001
5 Liu Donghui~(1 2) Sun Xiaoyun~2 Sun Huiqin~2 Guo Liwei~2 (1.Xi'an Jiaotong University,Xi'an,710049,China) (2.Hebei Science & Technology University,Shijiazhuang,050054,China);A New Effective Method on Reducing Measurement Noise[A];[C];2003
6 Wu Tiezhou Zhou Yang Bai Yishan Huang Shengchao (Hubei University of Technology,Wuhan 430068);Next Generation Optical Network dynamic bandwidth allocation algorithm[A];[C];2008
7 DONG Xinzhou, BI Jianguang (Dept. of Electrical Engineering and Electronic Application, Tsinghua University, Beijing 100084, China);ANALYSIS ON TRANSIENT TRAVELING WAVE AND STUDY ON FAULT LINE SELECTION FOR DISTRIBUTION LINES[A];[C];2005
8 Zhao Nan-nan,Ouyang Xin-yu School of Electronics and Information Engineering,Liaoning University of Science and Technology,Anshan,114051,China;Parametric CARMA Model Identification Based on WTLMS Algorithm[A];[C];2009
9 Hao Hui, Wang Nanhua(Beijing Institute of Control Engineering, Beijing, 100080);Research on the Application of Wavelet Analysis in GNC Subsystem Fault Diagnosis of Manned Spaceship[A];[C];2005
10 MA De-yun YANG Ya-ping TENG Hai-wen HUO Da (The College Of Architecture and Civil Engineering,BeiJing University of Technology,100022);Application of Wavelet Transform to the Diagnosis of a Beam Stiffness Damage[A];[C];2007
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 WANG Hongpeng~1,YAN Xiaowei~1,YANG Xiaozong~2,DAI Bo~1,ZHANG Fan~1.1 Shenzhen Graduate School,Harbin Institute of Technology,Shenzhen,Guangdong Province,518055;2 Harbin Institute of Technology,Harbin 150001;ECG Data Compression Based on the Combination of Template Matching and Improved Quick Fitting of LADT[J];Beijing Biomedical Engineering;2006-05
2 GUO Yinjing,LU Wenhong;The study of a collect block of telemedical system[J];Computer and Information Technology;2002-04
3 Lian Qiusheng Wang Chengru HuZhengping (Dept of Electronics and communication Yanshan University, Hebei Qinghuangdao 066004);An Electrocardiogram Compression Algorithm Based on Correlative Prediction of R-R Interval[J];Journal of Electronic Measurement and Instrument;2004-01
4 HUANG Bo-qiang1,2,CHEN Jian-hua1,WANG Yuan-yuan2(1.Department of Electronic Engineering,Yunnan University,Kunming,Yunnan 650091,China;2.Department of Electronic Engineering,Fudan University,Shanghai 200433,China);2-D Compression of ECG Signals Based on Context Models[J];Acta Electronica Sinica;2008-09
5 ZHAO An, WU Bao ming The Fifth Department of Daping Hospital and Research Institute of Surgery,The Third Military Medical University Chongqing 400042,China;New progress in ECG data compression technique[J];Foreign Medical Biomedical Engineering Fascicle;2005-02
6 ZHAO Guo-liang,YANG Jun-chun,SUN Shen(School of Automation, Harbin Engineering University,Harbin150001,China);Noise rejection method of wavelets for ECG signal[J];Journal of Harbin Engineering University;2004-05
7 LI Yan-long1 LV Wen-hong2 GUO Yin-jing2 WANG Hong-tao21(Beijing Institute of Technology,Beijing 100081)2(Shandong University of Science and Technology,Qingdao,Shandong 266510);Study on ECG Data Compression Method Based on HMM[J];Computer Engineering and Applications;2006-25
8 QI Jin, MO Zhi wen (College of Mathematics and Software Science, Sichuan Normal University, Chengdu 610066, Sichuan);Improvement of the Quick Fitting of LADT[J];Journal of Sichuan Normal University(Natural Science);2002-05
9 LI Shun shan 1, ZHUANG Tian ge 1, LI Gao ping 2, LE Yuan 1 (1. Dept. of Biomedical Eng., Shanghai Jiaotong Univ., Shanghai 200030, China; 2. Shanghai Zhongshan Hospital, Shanghai 200032);Study of Performance Evaluation of Electrocardiogram Compression[J];Journal of Shanghai Jiaotong University;2001-05
10 ZHANG He-jun,ZHANG Yue(Embedded System Lab,Graduate School at Shenzhen,Tsinghua University,Shenzhen 518055,China);Research on ECG synthesis detection algorithm based on wavelet transform[J];Computer Engineering and Design;2006-20
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