Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Acta Physica Sinica》 2002-10
Add to Favorite Get Latest Update

A method based on the third-order Volterra filter for adaptive predictions of chaotic time series

Wei Bao Lin 1) Luo Xiao Shu 1)2) Wang Bing Hong 2) Quan Hong Jun 2) Guo Wei 3) Fu Jin Jie 3) 1) (Department of Physics and Electronic Science, Guangxi Normal University, Guilin 541004,China) 2)  
Based on the Takens' delay coordinate phase reconstruct, we study the third order Volterra filter which is used to make adaptive predictions of chaotic signals. It is approximately implemented by a product coupling configuration; and this filter is used to predict typical low dimensional chaotic time series and high dimensional chaotic electro encephalography(EEG) signal. Simulation results show that: this filter has aprecision 10 3 times higher than the second order Volterra filter when it is used to make predictions of low dimensional chaotic time series. It can be successfully used to make predictions of some high dimensional chaotic EEG signal.
【Fund】: 广西卫生厅医药卫生科研课题 (批准号 :992 9) ;; 国家重点基础研究专项经费(973计划 );; 国家自然科学基金(批准号 :1993 2 0 20 199740 3 9 5 98760 3 9);; 香港特区政府研究资助局基金(批准号:RGC CUHK42 41 0 1P)资助课题~~
【CateGory Index】: O415.5
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 WEI Rui-xuan1,HAN Chong-zhao1,ZHANG Zong-lin2 (1.School of Electronic & Information Engineering,Xi'an Jiaotong University,Xi'an,Shaanxi 710049,China; 2.Engineering Institute,Air Force Engineering University,Xi'an,Shaanxi 710038,China);Total Fully Decoupled Adaptive Filter for Nonlinear Volterra System[J];Acta Electronica Sinica;2005-04
2 WEI Bao-lin1,LUO Xiao-shu 2,1,WANG Bing-hong2,GUO Wei3,FU Jin-jie3(1.Department of Physics and Electronic Science,Guangxi Normal University,Guilin 541004,China; 2.Department of Modern Physics,University of Science and Technology of China,Hefei 230026,Ch;A STUDY ON ADAPTIVE PREDICTION OF EEG SIGNAL BY USING VOLTERRA FILTER[J];Journal of Guangxi Normal University(Natural Science);2002-02
3 QIAN Jinglin~1,ZHANG Ye~1,LIU Guohua~2(1.Zhejiang Institute of Hydraulics & Estuary,Hangzhou 310020;2.School of Civil Engineering and Architecture,Zhejiang University,Hangzhou 310027);The nonlinear model of runoff forecast based on wavelet decomposition[J];Journal of Hydroelectric Engineering;2006-05
4 QIAN Jinglin~1,LI Fuqiang~2,WANG Wenshuang~1 (1.Zhejiang Institute of Hydraulics & Estuary,Hangzhou 310020,China;2.College of Civil Engineering and Architecture,Zhejiang University,Hangzhou 310027,China);Time delay neural network application to flood forecast[J];Journal of Hydroelectric Engineering;2009-04
5 LI Hong-xia~1,XU Shi-guo~1,FAN Chui-ren~2(1.Dalian University of Technology,Dalian 116024,China;2.Changchun Natural Calamity Forecast and Research Service Center,Changchun 130022,China);Identification of chaos of monthly runoff and prediction of runoff time series using Voterra adaptive method[J];Journal of Hydraulic Engineering;2007-06
6 ZHANG Min-qiang1,QIAN Jing-lin1,LI Fu-qiang2(1.Zhejiang Institute of Hydraulics & Estuary,Hangzhou 310020,China;2.College of Civil Engineering and Architecture,Zhejiang University,Hangzhou 310027,China);Application of Time Delay Neural Network in Rainfall Runoff Forecasting Based on Phase Space Reconstruction[J];Journal of China Hydrology;2008-06
7 WANG Jie GANG Yi-jin SHI Cheng-hui(School of Electrical Engineering,Zhengzhou University,Zhengzhou 450001,China);Application of SVM-RBF to Prediction of Chaotic Time Series[J];Microcomputer Information;2008-33
8 Zhang Jia-Shu 1) Li Heng-Chao 1) Xiao Xian-Ci 2) 1)(Sichuan Province Key Laboratory of Signal and Information Processing,Southwest Jioatong Uninversity,Chengdu 610031, China) 2)(Department of Electronic Engineering, University of Electronic Science and Technology of China, Chengdu 610054, China);A DCT domain quadratic predictor for real-time prediction of continuous chaotic signals[J];Acta Physica Sinica;2004-03
9 Xiao Fang-Hong 1) Yan Gui-Rong 1) Han Yu-Hang 2) 1)(School of Civil Engineering and Mechanics, Xi'an Jiaotong Universi ty, Xi'an 710049, China) 2)(China Academy of Engineering Physics, Mianyang\ 610003, China);Information theory approach to determine embedding parameters for phase space reconstruction of chaotic time series[J];Acta Physica Sinica;2005-02
10 GUO Hui-jun1,LIN Sui-fang1,WANG Hua-min1,LIU Jun-hua2(1.Faculty of Automation and Information Engineering,Xi'an University of Technology,Xi'an 710048,China;2.School of Electrical Engineering,Xi'an Jiaotong University,Xi'an 710049,China);Prediction of the Chaotic Time Series Using Adaptive Orthogonal Wavelet Neural Network[J];Journal of Xi'an University of Technology;2008-03
【Citations】
Chinese Journal Full-text Database 6 Hits
1 LUO Xiao-shu1,2, WANG Bing-hong1, QUAN Hong-jun1, FANG Jin-qing3 ( 1.Dept.of Modern Physics,University of Science and Technology of China ,Hefei 230026,China 2. Department of physics & Electronic Science, Guangxi Normal University, Guangxi Guilin 54100;Numerical Simulation Investigation on Chaos Control in Modified Chua's Circuit[J];Journal of Circuits and Systems;2001-02
2 SONG Ying,TIAN Xin (Department of Biomedical Engineering,Tianjin Medical University,Tianjin 300070,China);High dimensional chaos in EEG[J];FOREIGN MEDICAL SCIENCES BIOMEDICAL ENGINEERING;2000-04
3 ZHANG JIA\|SHU XIAO XIAN\|CI (Department of Electronic Engineering,University of Electronic Science and Technology of China,Chengdu 610054);PREDICTING LOW-DIMENSIONAL CHAOTIC TIME SERIES USING VOLTERRA ADAPTIVE FILERS [J];ACTA PHYSICA SINICA;2000-03
4 FANG JIN\|QING(China Institute of Atomic Energy,Beijing\ 102413,\ China) GAO YUAN WENG JIA QIANG LUO XIAO SHU(Department of Physics and Electronic Science,Guangxi Normal University,Guilin\ 541004,China) CHEN GUAN\|RONG (Department of Electrical and;CONTROLLING BEAM HALO-CHAOS USING WAVELET FUNCTION FEEDBACK METHOD[J];Acta Physica Sinica;2001-03
5 ZHANG JIA\|SHU XIAO XIAN\|CI (Department of Electronic Engineering,University of Electronic Science and Technology of China,Chengdu 610054,China);A REDUCED PARAMETER SECOND-ORDER VOLTERRA FILTER WITH APPLICATION TO NONLINEAR ADAPTIVE PREDICTION OF CHAOTIC TIME SERIES[J];Acta Physica Sinica;2001-07
6 YUAN JIAN XIAO XIAN CI (Department of Electronic Engineering,University of Electronic Science and Technology of China, Chengdu\ 610054);HIGHER ORDER SINGULAR SPECTRUM ANALYSIS OF NONLINEAR TIME SERIES[J];ACTA PHYSICA SINICA;1998-06
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 SHAN Zhi-chao1,LIN Chun-sheng2,XIANG Qian3(1.Department of Electronic Information Engineering,Naval Aeronautical Engineering Institute,Yantai 264001,Shandong,China;2.Department of Weaponry Engineering,Naval University of Engineering,Wuhan 430033,Hubei,China;3.Naval Deputy of 701 Institute,Wuhan 430000,Hubei,China);The Partially Decoupled Volterra Adaptive Chaos Prediction for Wave Hydrodynamic Pressure Signals[J];Acta Armamentarii;2009-03
2 XUE Hong~1,YANG Wen-kao~2,LI Wang~1 (1.Dept.Phys.,Weinan Teachers Coll.,Weinan 714000,Shaanxi,China; 2.Dept.1603,UEST,Chengdu 610054,Sichuan,China);Property of based on HPA nonlinear distortion arithmetic of Volterra progression[J];Journal of Baoji College of Arts and Science(Natural Science Edition);2004-02
3 XIE Ping; LIU Bin; LIN Hong bin; WANG Xiao(Electronic engineering department, YanShan university, Hebei Qinhuangdao,066004 China);Study on Multi-Resolution Singular-Spectrum Entropy and Its Usage in Vibration Signal Monitoring[J];Journal of Transcluction Technology;2004-04
4 TIAN ding-bei (Guangxi University of Technology,Liuzhou 545006)WU Qing-feng (Yangtze University,Jingzhou 434023)LI Meng-he (Guangxi University of Technology,Liuzhou 545006);Control of Beam Halo-chaos Through a Solenoidal Focusing Field by Using Sampling Function[J];;2006-02
5 ZHANG Yafei1,2,ZHU Minhui1,XIE Minghong2(1.National Key laboratory of Microwave Imaging Technology,Institute of Electronics,Chinese Academy of Sciences,Beijing 100080,China;2.Graduate University,Chinese Academy of Sciences,Beijing 100049,China);A Modified Algorithm of Target Detection Based on Chaotic Prediction Error[J];Journal of Test and Measurement Technology;2007-03
6 GUO Shuangbing 1 XIAO Xianci 2 (1. School of applied mathematics; 2 .School of Electronic Engineering, University of Electronic Science and technology of China, Chengdu Sichuan 610054,China);Interval prediction of pseudo-random sequences generated by multiplicative congruential method[J];Chinese Journal of Radio Science;2002-03
7 CAI Ying ZHANG Jia-shu (Si-Chuan province Key Lab of Signal and Information Processing,Southwest Jiaotong University,Chengdu Sichuan 610031,China);Design of a clock controlled FH sequences based on chaos[J];Chinese Journal of Radio Science;2004-02
8 ZHANG Zheng-ming WANG Jin (Department of Electronic Science&Engineering,Nangjing Univ., Nangjing Jiangsu 210093, China);Research of chaotic FH sequences generated by combined map[J];Chinese Journal of Radio Science;2006-06
9 Du Jie1,2 Cao Yijia3 Xu Lizhong1 Liu Zhijian1 (1. Zhejiang University Hangzhou 310027 China 2. Nanjing University of Information Science and Technology Nanjing 210044 China 3. Hunan University Changsha 410082 China);Interval Sampling Short-Term Load Forecasting Model Based on Volterra Filters[J];Transactions of China Electrotechnical Society;2008-08
10 JIANG Pin-qun1,2, WANG Bin-hong1, LUO Xiao-shu1,2, ZOU Yan-li2, FANG Jin-qing3 (1.Department of Modern Physics, University of Science and Technology of China, Hefei 230026, China; 2.Department of Physics and Electronic Science, Guangxi Normal University, Guilin 541004, China; 3. China Institute of Atomic Energy, Beijing 102413, China);Parameter Modulation Control in Hyperchaotic Circuits[J];Journal of Circuits and Systems;2002-04
China Proceedings of conference Full-text Database 4 Hits
1 Pu Xingcheng~1, Wang Jifeng~2, Zheng Jiming~1 (1. Computer department, University of Chongqing Post and telecommunication, Chongqing 400065: 2. Communication department, University of Chongqing Post and telecommunication, Chongqing 400065: 3.Automatic department, Chongqing university, Chongqing 400030);Chaotic Prediction of Stock Price on the Basis of the Theory of the Improved Reconstructed Phase-space[A];[C];2005
2 Gan Wei-ming~(1,2) Li Feng-hua~1 1.National Laboratory of Acoustics,Institute of Acoustics,Chinese Academy of Sciences,Beijing 100080; 2.Haikou Lab,Institute of Acoustics,Chinese Academy of Sciences,Haikou 570105;Comparison of two signal detection methods in ocean reverberation based on nonlinear dynamic prediction model[A];[C];2007
3 Faqiang Wang Chongxin Liu (Institute of Electrical Engineering,Xi’an Jiaotong University,Xi’an,Shanxi,710049);A New Modified Chua’s Circuit[A];[C];2005
4 Cai Ying Zhang Jia-Shu (Si-Chuan province Key Lab of Signal and Information Processing,Southwest Jiaotong University,Chengdu 610031,China);Performance Analysis for Sequences Based on Extended Chaotic Maps Switch[A];[C];2003
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 CHEN Chun GAN Liang cai (College of Electronic Information, Wuhan University, Wuhan Hubei 430072, China);FPGA realization of the HF chaotic frequency-hopping code[J];Chinese Journal of Radio Science;2002-06
2 YIN Jun xian 1, CHEN Shou yu 1, QIU Ju 2 ( 1. School of Civil Eng. & Irrig., Dalian Univ. of Technol., Dalian 116024, China; 2. School of Manage., Dalian Univ. of Technol., Dalian 116024, China );Neural network prediction model and its application based on GA and BP[J];Journal of Dalian University of Technology;2002-05
3 DONG Chun-xi, YANG Shao-quan, RAO Xian, TANG Jian-long ( Xidian University, Xian 710071,China );Comparison in Generalization Performance of Support Vector Machine Algorithms[J];Journal of Circuits and Systems;2004-04
4 Wang Haiyan 1 Sheng Zhaohan 2 ( 1Department of Applied Mathematics, Southeast University, Nanjing 210096) ( 2Institute of Systems Engineering, Southeast University, Nanjing 210096);Choice of the Parameters for the Phase Space Reconstruction of Chaotic Time Series[J];Journal of Southeast Univwrsity(Natural Science Edition);2000-05
5 Zhang Yifeng He Zhenya (Department of Radio Engineering, Southeast University, Nanjing 210096);One Dimensional Two Way Coupled Map Network With Applications[J];Journal of Southeast University;1998-01
6 Xu Shugong and Huang Zailu(Dept.of Electronic & Information Engineering,HUST,Wuhan 430074);A New VBR Video Traffic Model on ATM Networks[J];Acta Electronica Sinica;1997-01
7 Ling Cong;Sun Songgeng (Institute of Communications Engineering,Nanjing 210016);Frequency-Hopping Sequences by the Logistic Map[J];Acta Electronica Sinica;1997-10
8 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
9 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
10 LIN Gang,LIU Ze min (Beijing University of Posts and Telecommunications,P.O.Box 57,Beijing 100876,China);Nonlinear Adaptive Prediction of Video Traffic in ATM Networks[J];ACTA ELECTRONICA SINICA;1999-10
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 LI Song1,LIU Li-jun2,GUO Hai-ling1(1.School of Management,Hebei University,Baoding 071002,China;2.School of Tourism,Heibe University of Economics and Business,Shijiazhuang 050061,China);Comparative of the Predictive Method of Chaos in Short-term Traffic Flow[J];Systems Engineering;2009-09
2 LIU Shu-yong,ZHU Shi-jian,YU Xiang(Institute of Noise and Vibration,Naval University of Engineering,Wuhan 430033,China);Determinating the embedding dimension in phase space reconstruction[J];Journal of Harbin Engineering University;2008-04
3 Liu Li Zhou Jianzhong Li Yinghai Zhang Yongchuan(College of Hydroelectric and Digitalization Engineering,HuazhongUniversity of Science and Technology,Wuhan 430074,China);Chaotic prediction model for runoff using wavelet de-noising[J];Journal of Huazhong University of Science and Technology(Nature Science Edition);2009-07
4 ZHANG Nan,ZHANG Jian-hua,CHEN Jian-ying,TAN Wen-rong,ZHAO Guo (School of Computer Science and Technology,Southwest University for Nationalities,Chengdu Sichuan 610041,China);Key pre-distribution scheme based on chaos in wireless sensor network[J];Journal of Computer Applications;2007-08
5 BAI Jian-dong,YE De-qian,LI Chun-xing(College of Computer Engineering,Qingdao University of Technology,Qingdao Shandong 266033, China);Research on Multi-Step Prediction of Chaotic Time Series using Volterra Series[J];Computer Simulation;2008-06
6 ZHANG Tao, WU Ling-hong (Research Institute of Mechatronics Engineering, TaiYuan University of Technology, Taiyuan 030024, China);Study in the Phase Space Reconstruction of Large-scale Complicated Mechanical System[J];Mechanical Engineer;2009-05
7 LV Wei1,MA Wei-min1,BI Quan-cheng1,HUANG Jian-cong21.School of Information Technology of Beijing Normal University Zhuhai Campus,Zhuhai,Guangdong 519085,China 2.Software Research Institute of Zhongshan University,Guangzhou 510275,China;Nearest neighbor series predicate algorithm based on improved GP fractal theory[J];Computer Engineering and Applications;2009-33
8 LI Song1,LIU Li-jun2,GU Chen11.School of Management,Hebei University,Baoding,Hebei 071002,China 2.School of Tourism,Hebei University of Economics and Business,Shijiazhuang 050061,China;Comparative study on prediction models for chaotic time series[J];Computer Engineering and Applications;2009-32
9 HOU Mu-zhou1,2,HAN Xu-li2,HUANG Xian3(1.School of Information Science and Engineering,Central South University,Changsha 410083,China;2.School of Mathematical Sciences and Computing Technology,Central South University,Changsha 410083,China;3.Room of EEG,Third Xiangya Hospital,Central South University,Changsha 410013,China);Application of BP neural network for forecast of EEG signal[J];Computer Engineering and Design;2006-14
10 LI Hong-xia~1,XU Shi-guo~1,FAN Chui-ren~2(1.Dalian University of Technology,Dalian 116024,China;2.Changchun Natural Calamity Forecast and Research Service Center,Changchun 130022,China);Identification of chaos of monthly runoff and prediction of runoff time series using Voterra adaptive method[J];Journal of Hydraulic Engineering;2007-06
【Secondary Citations】
Chinese Journal Full-text Database 7 Hits
1 Yin Yuanzhao (Institute of Electronics, Academia Sinica, Beijing 100080);SYNCHRONIZATION OF CHAOS IN A MODIFIED CHUA'S CIRCUIT USING CONTINUOUS CONTROL[J];;1997-06
2 Yin Yuanzhao (Institute of Electronics, Academia Sinica, Beijing 100080);EXPERIMENTAL STUDY ON CHAOTIC SYNCHRONIZATION AND SECURE COMMUNICATION[J];;1998-01
3 TONG PEI-QING(Departmens of Physics, Nanjing Normal Unirersity, Nanjing 210024);SELF-ADAPTIVE CONTROL OF CHAOS[J];Acta Physica Sinica;1995-02
4 ZHANG JIA\|SHU XIAO XIAN\|CI (Department of Electronic Engineering,University of Electronic Science and Technology of China,Chengdu 610054);PREDICTING LOW-DIMENSIONAL CHAOTIC TIME SERIES USING VOLTERRA ADAPTIVE FILERS [J];ACTA PHYSICA SINICA;2000-03
5 LUO XIAO SHU KONG LING JIANG (Department of Physics and Electronic Science, Guangxi Normal University, Guilin 541003) QU WAN LI (Department of Electronic and Telecommunication, Huazhong University of Science and Technology, Wuhan 430074);USING FINITE IMPULSE RESPONSE DIGITAL FILTER TO CONTROL CHAOS[J];ACTA PHYSICA SINICA;1998-07
6 WANG ZHONG YONG (Department of automatic control,Xian Jiaotong University,Xian\ 710049);WAVELET BASE CONTROL FOR CHAOS MOTION [J];ACTA PHYSICA SINICA;1999-02
7 Fang Jinqing (China Institute of Atomic Energy, P.O.Box 275,102413 Beijing);CONTROL AND SYNCHRONIZATION OF CHAOS IN NONLINEAR SYSTEMS AND PROSPECTS FOR APPLICATION(一)[J];PROGRESS IN PHYSICS;1996-01
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved