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《Journal of Data Acquisition & Processing》 2001-01
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Transient Signal Detection of EEG Based on Wavelet Transform

Wu Xiaopei Feng Huanqing Zhou Heqin Wang Tao (Department of Electronic Science and Technology,USTC Hefei 230026,P.R.China)  
In the analysis and processing of EEG signal, the detection and the location of transient signal have great practical significance. The traditional approach of transient signal detection is matched filtering. The matched filtering needs the transcendental knowledge of the transient signal, but in many cases, it is impossible to get the transcendental knowledge, so the application of matched filtering can not get ideal results. In this paper, wavelet transform is used to decompose the EEG signal, which contains the interference of transient signals at multi-scales. In some scales of wavelet transform, the characteristics of transient signals are obviously enhanced so that we can accurately locate the positions of transient pulses by using the threshold method, and then remove them. The experimental results show that wavelet transform is an effective approach to detect the short-lived and lower-energy transient pulse under the situation of lacking of transcendental knowledge.
【Fund】: 安徽省自然科学基金 (编号 :97413 0 0 4)资助项目
【CateGory Index】: TN911.7
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【References】
Chinese Journal Full-text Database 6 Hits
1 XIE Hong,LIU Yu-xia,JIN Man,XIA Bin(School of Information Engineering,Shanghai Maritime University,Shanghai 200135,China);Wavelet processing on EEG signal based on DSP Builder[J];Electronic Design Engineering;2009-09
2 Peng Yuexiang 1,2), Yang Shaochen 1), Zhu Weixin 2), Li Tiexiang 2)( 1)Physics Department, Northern Jiaotong University, Beijing, 100044,China)( 2)Automation Department, Beijing Institute of Petrochemical Technology,Beijing, 102617,China);A Wavelet Analysis Method for SeparatingInterference of Sudden Pulse in On-Line Monitoring[J];Journal of Data Acquisition & Processing;2003-01
3 Du Xiaoyan1 Li Yingjie1 Zhu Yisheng2 Ren Qiushi2 Zhao Lun3 1(Biomedical Engineering Institute of Communication and Information Engineering School,Shanghai University,Shanghai 200072,China)2(Department of Biomedical Engineering,Shanghai Jiaotong University,Shanghai 200030,China) 3(Key Lab.of Language Sciences & Neuro-cognition Engineering 210028;Department of Psychology,Hebrew University of Jerusalem);Removal of Artifacts from EEG Signal[J];Journal of Biomedical Engineering;2008-02
4 PENG Yue-xiang 1,2 , XU Li-min 2 (1. Northern Jiaotong University, Beijing 100044,China; 2. Beijing Institute of Petrochemical Technology, Beijing 102600,China);An on-Line Singular Wavelet De-Noising Method[J];Journal of Petrochemical Universities;2002-03
5 LUO Shang-qing,YANG Hao(Key Laboratory of High Voltage Engineering and Electrical New Technology Under the State Ministry of Education,College of Electrical Engineering,Chongqing University,Chongqing 400044,China);Review on Working Principles of Brain Computer Interface System[J];Chinese Medical Equipment Journal;2008-08
6 SHENG Ai lan,LI Shun ming (Shandong University of Technology,Zibo 255091,China);The Current Research Situation and Development Trend of Wavelet Analysis and Application[J];Journal of Zibo University;2001-04
【Citations】
Chinese Journal Full-text Database 1 Hits
1 Shen Minfen Sun Lisha (Scientific Research Department, Shantou University Shantou,515063) Shen Fenglin Department of Electronic Engineering,University of Science & Technology of China Hefei,230026;Detection of Dynamic EEG Rhythms Based on Wavelet Transformation[J];JOURNAL OF DATA ACQUISITION & PROCESSING;1999-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 WU Xiao-pei; FEN Huan-qing; ZHOU He-qin; WANG Tao (Department of Electronic Science and Technology,USTC, Hefei 230026, China);Noise Cancellation for EEG Signal Based on Wavelet Transform[J];JOURNAL OF CIRCUITS AND SYSTEMS;2000-03
2 XIE Hong,LIU Yu-xia,JIN Man,XIA Bin(School of Information Engineering,Shanghai Maritime University,Shanghai 200135,China);Wavelet processing on EEG signal based on DSP Builder[J];Electronic Design Engineering;2009-09
3 LI Ya-pin~(1,2),LUO Xiao-shu~1,LI Ting-hui~1(1.College of Physics and Electronic Engineering,Guangxi Normal University,Guilin,541004,China;2.Department of Electrical Engineering,Xuzhou Normal University,Xuzhou 221116,China);Feature Extraction from Electroencephalogram Basic Rhythms Based on Discrete Harmonic Wavelet Packet Transform[J];Journal of Guangxi Normal University(Natural Science Edition);2006-03
4 Wu Xiaopei; Fen Huanqing; Zhou Heqin; Wan Tao (Department of Electronic Science and Technology, USTC,Hefei 230026);Signal Decomposition Based on Multirate Wavelet Transform[J];COMPUTER ENGINEERING AND APPLICATIONS;2000-06
5 HE Min 1 ZHENG Rirong 1 RUAN Jingwen 2 LIU Pan 1 1 School of Automation,Guangdong University of Technology,Guangzhou 510006 2 The First Affiliated Hospital,Sun Yat-sen University,Guangzhou 510080;EEG extraction based on wavelet lifting scheme[J];Journal of Nanjing University of Information Science & Technology(Natural Science Edition);2013-01
6 SHEN Min-fen, LI Zhan-cheng, SUN Li-sha (Key Laboratory of Digital Signal & Image Processing of Guangdong Province, Shantou University, Shantou, 515063, China);Wavelet Packet Entropy Used in EEG Signal Analysis[J];Journal of Data Acquisition & Processing;2005-01
7 Wu Xiaopei 1,2 Feng Huanqing 1 Zhou Heqin 1 Wang Tao 1 1 (Department of Electronic Science and Technology, USTC,Hefei 230026) 2 (The Key Laboratory of Intelligent Computing & Signal Processing of Ministry of Education, Hefei\ 230039);The Method of Instantaneous Pulse Detection Based on Hybrid Wavelet Transform[J];Journal of Biomedical Engineering;2001-01
8 Li Yingjie 1 Zhu Yisheng 1 Chen Xingshi 2 1 (Department of Biomedical Engineering Shanghai Jiaotong University, Shanghai 200030) 2 (Shanghai Mental Health Center, Shanghai 200030);Advance of Technology in the Analysis of Brain Wave in Patients with Schizophrenia[J];Journal of Biomedical Engineering;2001-02
9 Lu Jingxia,Ding Weimin,Jian Xingliang(College of Engineering,Nanjing Agriculture University,Nanjing 210031,China);Application of lifting wavelet transform in signal preprocessing about biology electronic experiments[J];Experimental Technology and Management;2010-11
10 ZHAO Li~1, WAN Bai-kun~2 (1.Department of Aatomation, Tianjin University of Technology and Education, Tianjin 300222, China; 2.College of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin 300072, China);Study on the P300-based brain computer interface[J];Journal of Tianjin University of Technology and Education;2005-02
China Proceedings of conference Full-text Database 1 Hits
1 Ding Jinli,Wang Lanzhou,Li Haixia,Li Dongsheng College of metrology technology and engineering,China Jiliang University,Zhejiang,Hangzhou 310018,P.R.China;Studies On the Weak Electric Wave Signals of Plants by the Wavelet Analysis[A];[C];2007
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 WU Xiao-pei 1,2 ,ZHANG Dao-xin 1 (1.The Key Laboratory of Intelligent & Signal Processing of Ministry of Education, Anhui University,Heifei 230039,China;2.School of Information Science and Technology, USTC, Hefei 230026,China);Removal of artifacts from EEG based on multivariate analysis[J];Journal of Anhui University(Natural Sciences);2002-04
2 ZHANG Lei,ZHANG Dao-xin,WU Xiao-pei (Key Laboratory of Intelligent Computing & Signal Processing of Ministry of Education,Anhui University,Hefei 230039,China);Pattern enhancement of EEG evoked by mental tasks based on independent component analysis[J];Journal of Anhui University(Natural Sciences);2008-02
3 Zhao Hongyi Wu Menglong Cao Shuqin (College of Information Eng., North China Univ. of Tech., 100041, Beijing, China);Application of Wavelet Analysis to Break Signal Detection[J];Journal of North China University of Technology;2004-01
4 ZHANG Qun ying, \ HE Pei kun, \ MAO Er ke (Department of Electronics Engineering, Beijing Institute of Technology, Beijing100081);An Improved Method of Designing NLFM Signal[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;2000-03
5 Dong Guoya, Wu Qiyao (Beijing Institute of Technology, Beijing 100081);A Study of Sleep Brain EEG at Different Stages of Sleep Using Approximate Entropy[J];BEIJING BIOMEDICAL ENGINEERING;1999-04
6 Wang Zhaoyuan,\ Zhou Longqi  (NanFang Hospital,First Military Medical University, Guangzhou\ 510515) (* Dpet.of BME.First Military Medical University, Guangzhou\ 510515);Detecting of Epilepsy Wave in Electroencephalogram Using Wavelet Transform[J];BEIJING BIOMEDICAL ENGINEERING;2000-03
7 WU Xiaopei, FENG Huanqing, ZHOU Heqin, et al.Department of Electronic Science and Technology, USTC, Hefei\ 230026;Independent Component Analysis and Its Application for Preprocessing EEG[J];Beijing Biomedical Engineering;2001-01
8 CHEN Xiang, YANG Jihai, YE Zhu, HE Wei, LIANG Zheng, FENG Huanqing. Department of Electronic Science & Technology, University of Science & Technology of China, Hefei 230026;Mental Task EEG Signal Classification with Different Signal Features[J];Beijing Biomedical Engineering;2004-04
9 YANG Banghua, YAN Guozheng, DING Guoqing, YU Lianzhi. Electronical and Information College, Shanghai Jiaotong University,Shanghai 200030;Researches of Key Techniques on Brain-Computer Interface (BCI)[J];Beijing Biomedical Engineering;2005-04
10 LI Yingjie~1,FAN Feiyan~1,CHEN Xingshi~2.1.Institute of Biomedical Engineering,School of Communication & Information Engineering,Shanghai University,Shanghai 200072;2.Shanghai Mental Health Center,Shanghai 200030;Development of EEG Analysis in the Research of Cognitive Science[J];Beijing Biomedical Engineering;2006-03
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 PAN Mao-gui~1, ZHANG Wei-lin~2 (1.Huzhou Highway Administration Bureau, Huzhou 31300, China; 2.Anhui Institute of Architecture & lndustry, Hefei 230022, China);Application study of wavelet transform in construct detection of bridge[J];Journal of Anhui Institute of Architecture;2005-03
2 CAI Feng-li1,LIU Xin-yong2(1.Anhui Vocational College of Electronics & Information Technology,Bengbu 233060,China; 2.Liberation Army Armored Force College,Bengbu 233050,China);LP-based Design of Futer Matching Side-Lobe Baker Spprssion[J];Journal of Anhui Science and Technology University;2012-03
3 DIAO Yue,WU Shuicai,LIU Youjun,ZHANG Song,YANG Yimin. Biomedical Engineering Center,Beijing University of Technology,Beijing100022;An Algorithm for Automatically Detecting the Pulse Waveform of Radial Artery[J];Beijing Biomedical Engineering;2006-01
4 LI Douzhe,QIAO Xiaoyan,DONG Youer(College of Physics and Electronics Engineering,Shanxi University, Taiyuan 030006,China);Real-Time P300 Feature Extraction Based on Parametric Model and FastICA Algorithm[J];Journal of Test and Measurement Technology;2009-06
5 LUO Zhi-zeng,CAO Ming(Robot Research Institute,Hangzhou Dianzi University,Hangzhou,Zhejiang 310018,China);An Algorithm to Filter Artifacts in EEG Based on Blind Source Separation of Maximum Signal Noise Ratio[J];Acta Electronica Sinica;2011-12
6 WANG Jin-jia,HOU Ya-pei(College of Information Science and Engineer,Yanshan University,Qinhuangdao,Hebei 066004,China);Research on ECoG de-noising method based on Kalman filter[J];Journal of Yanshan University;2012-05
7 LI Ming-ai,CUI Yan,YANG Jin-fu (College of Electronic Information & Control Engineering,Beijing University of Technology,Beijing 100124,China);Research on Removing Ocular Artifact Automatically From EEG Signals[J];Acta Electronica Sinica;2013-06
8 ZHOU Zhengxian;DUAN Shaohui;TIAN Jie;WANG Xiaohua;XU Banglian;Shanghai Boom Fiber Sensing Technology Co.,Ltd.;School of Optical-Electrical and Computer Engineering,University of Shanghai for Science and Technology;Shenzhen Power Supply Co.,Ltd.;College of Electronics and Information Engineering,Shanghai University of Electric Power;;Research on optical fiber distributed vibration sensor and pattern recognition technique of vibration signal[J];Optical Instruments;2013-06
9 ZHANG Shao-bai;WANG Yong;LIU You-yi;Computer Department,Nanjing University of Posts and Telecommunications;State Key Laboratory for Cognitive Neuroscience and Learning,Beijing Normal University;;Research on the Method of EEG Signal Denoising Based on the DIVA Model[J];Acta Electronica Sinica;2015-04
10 CHEN Zhihua;SHI Shiyu;Softwore Institute,Dalian Jiaotong University;;Principal Component Analysis Studies During Emotion Transformation[J];Journal of Dalian Jiaotong University;2015-05
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