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《Journal of University of Science and Technology Beijing》 2009-01
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Variable step size LMS algorithm based on a variable region

BAI Jing1,2),YIN Yi-xin1),HAO Zhi-hong1),SUN He-ping2)1) School of Information Engineering,University of Science and Technology Beijing,Beijing 100083,China 2) Information Engineering School,Beihua University,Beijing 132021,China  
The common LMS(least mean square) adaptive filtering algorithm is difficult to harmonize three performance indices,i.e.initial convergent speed,time-varying track ability,and constringent precision,while modeling the system.In order to solve this problem a region-varying and step size-varying LMS algorithm was put forward,and its algorithmic astringency was proved by the Lyapunoy Function.It is shown that the algorithm gives attention to the three performance indices above and can be applied to modeling the system and the inverse system in a field of control.
【Fund】: 国家自然科学基金资助项目(No.60772005)
【CateGory Index】: TN713
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【References】
Chinese Journal Full-text Database 1 Hits
1 NING Xiao-ling1,LIU Zhong1,LUO Ya-song1,SUN Chen-liang2(1.Coll.of Electronic Engineering,Naval Univ.of Engineering,Wuhan 430033,China; 2.Dept.of Ordnance Science and Technology,Naval Aeronautical Engineering Inst.,Yantai 264001,China);Fast convergence adaptive equalization algorithm for underwater acoustic channels[J];Systems Engineering and Electronics;2010-12
【Citations】
Chinese Journal Full-text Database 5 Hits
1 XU Kai, JI Hong, YUE Guang-xin ( Telecommunication Engineering School, Beijing University of Posts and Telecommunication, Beijing 100876, China );A Modified LMS Algorithm for Variable Step Size Adaptive Filters[J];Journal of Circuits and Systems;2004-04
2 Ye Hua, Wu Boxiu(Dept.of Radio Engineering, South-East University, Nanjing);The Study on a Variable Step Size Adaptive Filtering Algorithm[J];Acta Electronica Sinica;1990-04
3 LI Hongxing(Department of Mathematics, Beijing Normal University·Beijing, 100875,PRC);The Essence of Fuzzy Control and a Kind of Fine Fuzzy Controller[J];CONTROL THEORY & APPLICATIONS;1997-06
4 HU Shousong ZHOU Chuan (Department of Automatic Control, Nanjing University of Aeronautics and Astronautics , Nanjing 210016) HU Weili (Department of Automation, Nanjing University of Science and Technology , Nanjing 210094);MODEL-FOLLOWING ROBUST ADAPTIVE CONTROL BASED ON NEURAL NETWORKS[J];;2000-05
5 WANG Min-qiang,HU Gui-long,ZHENG Bao-yu Department of Information Engineering,Nanjing University of Posts and Telecommunications, Nanjing 210003, China;A Novel LMS Adaptive Filtering Algorithm with Variable Step Size[J];Journal of Nanjing Institute of Posts and Telecommunications(Natural Science);2003-04
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZHOU Li,CUI Yi (Dept. of Elec. Engn., Anhui University of Technology and Science, Wuhu 241000, China);Fuzzy controller with compromise factor[J];Journal of Anhui University of Technology and Science;2004-03
2 LIANG Wan-shun1,LIANG Yong-feng2)(1.Beijing Institute of Nuclear Engineering,Beijing 100840 China;2.Bureau of Bozhou House Property,Bozhou 236800 China);Vibration optimal control analysis of long-span cable-stayed bridge based on SMA damper[J];Journal of Anhui Institute of Architecture & Industry(Natural Science);2006-01
3 LI Xiang-bai et al (Yunnan Chihong Zn&Ge Co.Ltd.,Qujing,Yunnan 655000);Hierarchical Fuzzy Control in Greenhouse[J];Journal of Anhui Agricultural Sciences;2010-22
4 GUO Tao1,WANG Wei2(1.Anyang Normal University,Anyang 455002,China;2.Anyang Electronic Information College,Anyang 455002,China);The Research and Development on Adaptive Control Method[J];Journal of Anyang Normal University;2009-05
5 Gao Ji-sen(School of Electronic and Information Engineering,Lanzhou Jiaotong University,Lanzhou 730070,CHN);Simulation for the Nonlinear System in Optical Communications[J];Semiconductor Optoelectronics;2009-05
6 GAO Jisen(School of Electronics and Information Engineering,Lanzhou Jiaotong University,Lanzhou 730070,CHN);Nonlinear Simulation on the Feedback System of Semiconductor Laser[J];Semiconductor Optoelectronics;2011-04
7 Yan Peng Li Jinhong (College of Eng., North China Univ. of Tech., 100041, Beijing, China);Study of Intelligent Strategy in the Pre-baked Aluminium Electrolytic Pot Fuzzy Control[J];Journal of North China University of Technology;2002-03
8 Li Yucheng Zhu Xing Zheng Xingkai Yin Liang(College of Electromechanical Engineering,North China Univ.of Tech.,100041,Beijing,China);Simulation Study on Triple Inverted-pendulum Control System Based on LQR Arithmetic[J];Journal of North China University of Technology Beijing China;2006-03
9 REN Yong-ping, LI Sheng-yi (Institute of Electromechanical Engineering, National University of Defense Technology, Changsha 410073, China);Parameter Design and Evaluation of Fuzzy Control Surface[J];Ordnance Industry Automation;2005-03
10 ZHU Yu-chuan1, MA Da-wei1, LI Zhi-gang1, XU Shou-peng1,2 (1.School of Mechanical Engineering, Nanjing University of Science & Technology, Nanjing 210094, China; 2. Air Defense Forces Command Academy, Zhengzhou 450052, China);Control Strategy of Alternating Current Position Servo System for Air Defense Multiple Launch Rockets[J];Ordnance Industry Automation;2006-04
China Proceedings of conference Full-text Database 10 Hits
1 Zhao Jiaxiang,Chen Zengqiang,Xu Xulin Department of Automation,Nankai University,Tianjin 300071,P. R. China;Tracking Control of the Nolinear System with Hysteresis Nonlinearity via the Variable Universe Fuzzy H~∞ Controller[A];[C];2008
2 Long Zuqiang 1,2,Liang Ximing 1,Yan Gang 1,Li Xiang 1 1.College of Information Science and Engineering,Central South University,Changsha 410083 2.Department of Physics and Electronics Information Science,Hengyang Normal University,Hengyang 421008,P.R.China;DISO Fuzzy Control Algorithm with Potentially-inherited Variable Universe and Its Convergence Property[A];[C];2008
3 Long Zuqiang 1,2,Liang Ximing 1,Yan Gang 1,Chen Liezun 2 1.School of Information Science and Engineering,Central South University,Changsha 410083,P.R.China.2.Department of Physics and Electronics Information Science,Hengyang Normal University,Hengyang 421008,P.R.China;Truth-Flowing Fuzzy Control Algorithm and Its Application in Temperature Control System[A];[C];2008
4 DONG Hai-Rong~1,GAO Shi-Gen~1,NING Bin~2,LI Li~3 1.School of Electronic and Information Engineering,Beijing Jiaotong University,Beijing 100044,P.R.China 2.State Key Laboratory of Rail Traffic Control and Safety,Beijing Jiaotong University,Beijing 100044,P.R.China 3.Beijing MTR Corporation Limited,Beijing 100068,P.R.China;Modeling and Simulation of Automatic Train Operation System based on Self-regulating Fuzzy Algorithm[A];[C];2011
5 ZHANG Ze,CUI Long,HUANG Hai School of Astronautics,Beihang University,Beijing 100191,P.R.China;A Real-Time Linux Based Controller for Active Vibration Isolation Stewart Platform and the Experiment[A];[C];2011
6 MA Liangyu,GE Yinping,SHI Zhenxing Department of Automation,North China Electric Power University,Baoding 071003,P.R.China;Feedback-Compensated Neural Network Inverse Control for Superheated Steam Temperature of a 600MW Supercritical Boiler Unit[A];[C];2011
7 LIU Shao-kui1, YAN Gui-rong2 (1.China Academy of Space Technology, Beijing 100094, China; 2.Astronautics and Aeronautics College, Xian Jiaotong University, Xian 710049, China);Active Vibration Control for the Space Truss Structure Based on Adaptive Inverse Control[A];[C];2007
8 ZHOU-Fei ZHANG-Yongxiang 1.Zhengzhou GaTech Instruments Co.Ltd Zhengzhou 450002 2.Xihua University,Chengdu 610039;A Study and Simulation of Adaptive Inverse Control for Air-Fuel Ratio in Gasoline Engine[A];[C];2008
9 WANG Song,MU Dao-sheng,LIU Hao-ran (The Academy of Equipment Command and Technology,Beijing 101416,China);Research on an Improved LMS Algorithm for Equalizer[A];[C];2009
10 Xiyang Yang~1,Fusheng Yu~(2*),Xiaorui Xu~1 1.Department of Math,Quanzhou Normal University,Quanzhou,Fujian 362000,China 2.School of Mathematical Sciences,Beijing Normal University,Laboratory of Mathematics and Complex Systems,Ministry of Education,Beijing 100875,The People's Republic of China;Hierarchical Variable Universe Fuzzy Controller for Double-Tank System[A];[C];2009
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 DU Xiu-li~1 HE Li-zhi~1 HOU Wei~2 (1.The Key Laboratory of Urban Security and Disaster Engineering(Beijing University of Technology),Ministry of Edueation,Beijing 100022,China; 2.Ordnance Industry Institute of Geotechnical Survey & Design,Beijing 100053,China);A Study of Wavelet Threshold Denoising Based on Empirical Mode Decomposition(EMD)[J];Journal of Beijing University of Technology;2007-03
2 Li Bingshi (Yuzhou University,Chongqing);The Studies of LMS Algorithm of the Frequency-Domain Adaptive Filter[J];;1993-01
3 CHEN Ping,LI Qing-min,ZHAO Tong(School of Electrical Engineering,Shandong University,Jinan 250061,China);Advances and Trends in Instantaneous Frequency Estimation Methodology[J];Electrical Measurement & Instrumentation;2006-07
4 YAN Biao,YANG Juan(Institute of Information Technology, Yangzhou University, Yangzhou 225009, China);Analysis and Research on Hilbert Transform[J];Journal of Electrical & Electronic Engineering Education;2004-05
5 GAI Qiang1,ZHANG Hai-yong 1,2,XU Xiao-gang1 (1.Dalian Naval Academy,Dalian,Liaoning 116018,China;2.Dalian Maritime University,Dalian,Liaoning 116023,China);Study of Adaptive Frequency Multiresolution Analysis of the Hilbert-Huang Trans form[J];Acta Electronica Sinica;2005-03
6 Zhang Yan-ping Zhao Jun-wei Li Jin-ming (Institute of Acoustic Engineering, Northwestern Polytechnical University, Xi 'an 710072, China) (Nanjing Vniversity of Inforuation Engineering, Nanjing 210044, China);For Sparse Underwater Acoustic Channel Equalization[J];Journal of Electronics & Information Technology;2006-06
7 Zhao Liang Zhu Wei-qing Zhu Min (Institute of Acoustics, Chinese Academy of Sciences, Beijing 100080, China);An Adaptive Equalization Algorithm for Underwater Acoustic Coherent Communication System[J];Journal of Electronics & Information Technology;2008-03
8 CHENG Fa-bin,TANG Bao-ping,HE Qi-yuan (College of Mechanical Engineering,Chongqing University,Chongqing 400030,China);Virtual Signal Analyzer Based on Hilbert-Huang Transform[J];Journal of Chongqing University(Natural Science Edition);2007-06
9 HE Xu,LI Hong-guang(State Key Laboratory of Vibration,Shock and Noise,Shanghai Jiaotong University,Shanghai 200030,China);IMPROVE THE RESOLUTION OF SHORT-TIME FFT BY USING EMPIRICAL MODE DECOMPOSITION[J];Journal of Guangxi Normal University(Natural Science);2005-01
10 LIN Chun-li1, WANG Ke-cheng1, HUANG Yi2(1 Anshan University of Science and Technology, Anshan, Liaoning 114002 2 Department of electronic and information Engineering North China Institute of Science and Technology,Yanjiao Beijing -East 101601);Research of the difference of the wavelet transform and the Fourier transform in decreasing the noise[J];Journal of North China Institute of Science and Technology;2005-04
【Secondary References】
Chinese Journal Full-text Database 4 Hits
1 XIAO Ying;YIN Fu-liang;College of Information and Communication Engineering, Dalian Nationality University;Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology;;Blind Equalization Based on RLS Algorithm Using Adaptive Forgetting Factor for Underwater Acoustic Channel[J];中国海洋工程(英文版);2014-03
2 PEI Xiaoli;NING Xiaoling;LIU Zhong;ZHANG Jianqiang;Shanghai Military Representative Bureau,Naval Equipment Department;Electronics Engineering College,Naval University of Engineering;;Comparison of equalization algorithms for underwater acoustic channels[J];Computer Engineering and Applications;2014-01
3 NING Xiao-ling,LI Qi-yuan,DUAN Li(Electronics Engineering College,Naval University of Engineering,Wuhan 430033,China);Square contour decision-based super-exponential iteration blind equalization for QAM signals[J];Technical Acoustics;2013-01
4 NING Xiaoling;LI Qiyuan;CHEN Zhigang;Electronics Engineering College, Naval University of Engineering;;A new fast LMS-Newton algorithm for application to underwater acoustic channel equalization[J];Journal of Central South University(Science and Technology);2013-11
【Secondary Citations】
Chinese Journal Full-text Database 7 Hits
1 Ye Hua, Wu Boxiu(Dept.of Radio Engineering, South-East University, Nanjing);The Study on a Variable Step Size Adaptive Filtering Algorithm[J];Acta Electronica Sinica;1990-04
2 GAO Ying,XIE Sheng-li (Dept.of Electronic and Communication Engineering,South China University of Tech nology,Guangzhou,Guangdong 510641,China);A Variable Step Size LMS Adaptive Filtering Algorithm and Its Analysis[J];Acta Electronica Sinica;2001-08
3 Zhang Minglian,Hao Jiankang,He Weidong (Dept. of Automatic Control, Beijing University of Aeronautics and Astronautics, Beijing, 100083) Sun Changling (Dept. of Automation, Tsinghua University, Beijing, 100084);HUMAN-IMITATING INTELLIGENT CONTROL AND TRIPLE INVERTED-PENDULUM[J];Acta Aeronautica Et Astronautica Sinica;1995-06
4 LI Hongxing(Department of Mathematics, Beijing Normal University·Beijing, 100875,PRC);The Essence of Fuzzy Control and a Kind of Fine Fuzzy Controller[J];CONTROL THEORY & APPLICATIONS;1997-06
5 Li Hongxing(Department of Mathematics,Beijing Normal University,Beijing,100875,P.R.China);To See the Success of Fuzzy Logic from Mathematical Essenceof Fuzzy Control──on The Paradoxical Success of Fuzzy Logic”[J];FUZZY SYSTEMS AND MATHEMATICS;1995-04
6 Zhang Naiyao (Dept. of Automation,Tsinghua University, Beijing, 100084);Structure Analysis of Typical Fuzzy Controllers[J];FUZZY SYSTEMS AND MATHEMATICS;1997-02
7 YANG Xue-xian1, ZHANG Qun-ying2, HOU Zi-feng1 (1. Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100080, China; 2. Institute of Electronics, Chinese Academy of Sciences, Beijing 100080, China);A modified LMS algorithm for ADSL[J];Journal of China Institute of Communications;2002-03
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