Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Computer Measurement & Control》 2015-10
Add to Favorite Get Latest Update

Prediction and Compensation of Workpiece Size Non-Contact Measurement by Gray Markov

Wu Liming;Chen Jiayuan;Cai Wen;Zhong Yongxi;He Ruijin;School of Information Engineering,Guangdong Univ.of Tech.;  
To solve the prediction problem of non-contact workpiece size measurement,this paper established a prediction model based on gray Markov theoretical system to predict the measurement error after 3D reconstruction measurement.The change relationships of the error measurement are expressed from the testing sample,so the predicting samples can be obtained through gray Markov,and a comparative analysis will be done between prediction samples and testing samples.The experimental results indicated that with the increasing of measurement number,the trend of the measurement error is slightly increased and the volatility situation is similar to the testing samples with the similarity 3.3%.Gray Markov positioning error prediction and compensation can effectively improve the accuracy of non-contact workpiece size measurement,and to provide accurate input parameters for subsequent offset compensation controller.
【Fund】: 广州市科技计划重点项目(20130701)
【CateGory Index】: TP391.41
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 10 Hits
1 WU Ji-gang,BIN Hong-zan (School of Mechanical Science and Engineering,Huazhong University of Science and Technology,Wuhan 430074,China);Dimensional inspecting system of thin sheet parts based on machine vision[J];Optics and Precision Engineering;2007-01
2 ;Detecting and Calibration Method of Contour Size of Car Based on Vision Technology[J];Industrial Control Computer;2013-07
3 LEI Ting;ZHU Cheng;ZHANG Weiming;Science and Technology on Information Systems Engineering Laboratory,National University of Defense Technology;Institute of Military Operation Research,Academy of the Military Science;;Research on the method of target selecting policy based on the Markov decision process[J];Journal of National University of Defense Technology;2014-02
4 Shi Mengmeng,Han Yan,Wang Jian,Liu Peng,Yang Hai (National Key Laboratory of Electronic Testing Technology,North University of China,Taiyuan 030051,China);Research of 3D Large Object Size Based on Measurement Method of Image[J];Computer Measurement & Control;2011-10
5 HE Ya-qin,LI Lin(Department of Mechanical and Automotive Engineering,South China University of Technology,Guangzhou 510640,China);Research for Part Size Inspection Base on Machine Vision[J];Coal Mine Machinery;2010-06
6 HOU Zhi-Qiang~(1,2) HAN Chong-Zhao~1 1(School of Electronics and Information Engineering,Xi'an Jiaotong University,Xi'an 710049) 2(School of Telecommunication Engineering,Air Force Engineering University,Xi'an 710077);A Survey of Visual Tracking[J];Acta Automatica Sinica;2006-04
7 Yang Dongtao,Zhu Xiangqing,Chen Zhixiong(Electronical information engineering college,Jiaying University,Meizhou 514015,China);High-Precision Dimensional Measurement Based on Error Correction[J];Computer Measurement & Control;2012-12
8 LI Xiao-hui;ZHANG Jin-zhao;HEI Yong-qiang;State Key Lab of Integrated Services Networks, Xidian University;;Queue stability distributed spectrum access algorithm based on Markov model for cognitive radio network[J];Journal on Communications;2014-03
9 BU Guang\|zhi, ZHANG Yu\|wen (College of Marine Engineering,Northwestern Polytechnical University,Xi'an 710072, China);Grey Fuzzy Comprehensive Evaluation Based on the Theory of Grey Fuzzy Relation[J];Systems Engineering-theory & Practice;2002-04
10 WANG Jian-qiang,ZHOU Ling (School of Business,Central South University,Changsha 410083,China);Grey-stochastic multi-criteria decision-making approach based on prospect theory[J];Systems Engineering-theory & Practice;2010-09
Chinese Journal Full-text Database 10 Hits
1 CHU Jun1,YAO Xiao-chun2,MIAO Jun1,SHI Rui1(1.School of Aeronautics and Mechanical Engineering,Nanchang Hangkong University,Nanchang 330063,CHN;2.Jiangxi Youth Vocational College,Nanchang 330063,CHN);Study on Image-based Angle Inspecting System[J];Semiconductor Optoelectronics;2009-06
2 ZHAO Gao-peng,BO Yu-ming,CHEN Yi(School of Automation,Nanjing University of Science and Technology,Nanjing 210094,Jiangsu,China);A Method for Tracking Object in Infrared and Visible Image Based on Multiple Features[J];Acta Armamentarii;2011-04
3 SHEN Xuan-jing,ZHANG Bo(College of Computer Science and Technology,Jilin University,Changchun 130012,China);CamShift Tracker Based on Image Moments[J];Journal of Beijing University of Technology;2012-01
4 ZHANG Jia,DOU Li-hua,CHEN Jie(Department of Automatic Control,School of Information Science and Technology,Beijing Institute of Technology,Beijing 100081,China);Optimization Design of Complex Weapon Equipment Systems Based on Meta-Synthesis Method[J];Transactions of Beijing Institute of Technology;2009-05
5 HE Ming, LI Jin-lin, HAN Xiao (School of Management and Economics, Beijing Institute of Technology, Beijing 100081, China);GREY AND FUZZY EVOLUATION OF TECHNOLOGICAL ROUTES RISKS IN RESEARCH PROJECT[J];Journal of Beijing Technology and Business University (Natural Science Edition);2004-01
6 LIU Bing,SU Shan-shan,CHEN Xiao-jie(School of Management,Hebei University of Technology,Tianjin 300130,China);The Research on Outsourcing Risk Evaluation System of Human Resource Management[J];Commercial Research;2006-14
7 LIU Li-shuang1,SUN Shuang-hua2,L Nai-guang1,DENG Wen-yi11.Department of Electronic Information Engineering,Beijing Institute ofMachinery,Beijing 100085,China;2.Division of Metrology in Length and Precision Engineering,National Institute of Metrology,Beijing 100013,China);Method for on-line calibration and distortion correction of image measurement system[J];Transducer and Microsystem Technologies;2008-05
8 ZHU Shao-qiang~1, MENG Ke~2,ZHANG Heng-xi~2(1.Northwestern Polytechnical University,Xi'an 710072,China;2.Air Force Engineering University,Xi'an 710038,China);Interval numbers grey fuzzy comprehensive evaluation and its application[J];Electronics Optics & Control;2006-03
9 JIN Na LOU Shou-chun (Missile Institute,AFEU,Shaanxi Sanyuan 713800,China);A Grey Fuzzy Multi-attribute Decision Making Method[J];Journal of Projectiles,Rockets,Missiles and Guidance;2003-S2
10 ZHENG Xue-bing1,2,LI Ping1,SUN Yu-fu1,LI Ping1,2(1 Beijing Institute of Technology,Beijing 100081,China;2 The Second Artillery Equipment Acadermy,Beijing 100085,China);The Grey Fuzzy Synthetic Evaluation of Combat Effectiveness for Avionics System[J];Journal of Projectiles,Rockets,Missiles and Guidance;2007-04
China Proceedings of conference Full-text Database 10 Hits
1 Rao Congjun 1,2,Peng Jin 1,Wang Cheng 1,He Weidong 3 1.College of Mathematics and Information Science,Huanggang Normal University,Huanggang 438000,P.R.China 2.Institute of Systems Engineering,Huazhong University of Science and Technology,Wuhan 430074,P.R.China 3.College of Public Administration,Huazhong University of Science and Technology,Wuhan 430074,P.R.China;Multi-attribute Group Decision Making under the Condition of Dual Uncertainty[A];[C];2008
2 QIU Xuena 1,2,3,LIU Shirong 2,LIU Fei 2,ZHU Weitao 2,DU Fangfang 2 1 Institute of Automation,East China University of Science and Technology,Shanghai 200237,P.R.China2 Institute of Automation,Hangzhou Dianzi University,Zhejiang,Hangzhou 310018,P.R.China3 College of Electronic and Information Engineering,Ningbo University of Technology,Ningbo 315016,P.R.China;A Moving Object Tracking Method based on Sequential Detection Scheme[A];[C];2010
3 XIN Zhekui,FANG Yongchun,ZHANG Ge,SHEN Hui Institute of Robotics and Automatic Information System,Nankai University,Tianjin 300071,P.R.China;Experiment Platform for Pan-tilt Control of a Small Scale Autonomous Helicopter[A];[C];2010
4 WANG Yanan~(1,2),CHEN Jie~(1,2),GAN Minggang~(1,2) 1.School of Automation,Beijing Institute of Technology,Beijing 100081,P.R.China 2.Key Laboratory of Complex Systems Intelligent Control and Decision,Ministry of Education,BIT,Beijing 100081,P.R.China;Improved Differential Evolution-based Particle Filter Algorithm for Target Tracking[A];[C];2011
5 ZHANG Jie,ZHU Jian-jun,LIU Si-feng(College of Economics and Management,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);Research on Coordinate Information of Prospect Theory Under the Random Information[A];[C];2011
6 WANG Tao~①SUN Jinzhong~①DU Mingxing~①WANG Zhongsheng~②WANG Jiming~①(①School of Engineering and Technology,China University of Geosciences(Beijing),Beijing 100083)(②Qingdao Geological and Mineral Geotechnical Engineering Co.,Ltd.,Qingdao 266071);REGIONAL ENGINEERING GEOLOGICAL STABILITY OF THE JIAOZHOU BAY AND ITS ADJACENT AREA WITH SYNTHETIC GREYFUZZY METHOD[A];[C];2008
7 Ken Chen is with Electrical and Electronic Engineering Department,College of Information Science and Engineering,Ningbo University,Zhejiang 315211 China Gangyi Jiang is with Telecommunication Engineering Department,College of Information Science and Engineering,Ningbo University,Zhejiang 315211 China.Celal Batur is with Mechanical Engineering Department,College of Engineering,The University of Akron,Ohio 44325 USA;Enhanced Lowpass Filter Based Video Predictive Tracking for Target with High Mobility[A];[C];2011
8 Yang Xu is with College of Information Science and Engineering,Northeastern University,Shenyang,China.She is also with School of Software,University of Science and Technology LiaoNing,AnShan,China.Chengdong Wu is with College of Information Science and Engineering,Northeastern University,Shenyang,China.Xuedong Zhang is with School of Electronic and Information Engineering,University of Science and Technology LiaoNing,AnShan,China..Ying Zhao is with School of Electronic and Information Engineering,University of Science and Technology LiaoNing,AnShan,China.;Tracking Moving Vehicles Using Particle Filtering and Level Set[A];[C];2011
9 Du Fangfang~1 Liu Shirong~1 Qiu Xuena~(1 2) (1 Institute of Automation Hangzhou Dianzi University Hangzhou 310018 China; 2 Institute of Automation East China University Of Science and Technology Shanghai 200237 China);An Improved Particle Filter Algorithm for Object Tracking[A];[C];2009
10 WANG Qiang No.208 Institute,China Ordnance Equipment Group,Beijing 100089,China;Survey of object tracking based on image[A];[C];2008
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 LI Xin-qi,XIANG Ai-hong,LI Hong-xia(1.Department of Operational Support,The Second Artillery Engineering College,Xi'an 710025,Shaanxi,China;2.Unit 96311 of PLA,Huaihua 418400,Hunan,China);Calculation and Assessment on Damage Effect of System Target[J];Acta Armamentarii;2008-01
2 CHU Qin,CHENG Ming-xiao,TANG Yong,KANG Jian-shuang(College of Automatization,Nanjing University of Technology,Nanjing 210009,China);Application of least-squares curve fitting in DH—6001 zirconia analyzer[J];Transducer and Microsystem Technologies;2010-05
3 XIE Donghai 1 ZHAN Zongqian 2 JIANG Wanshou 1 (1 National Laboratory for Information Engineering in Surveying,Mapping and Remote Sensing;2 School of Remote Sensing and Information Engineering,Wuhan University,129 Luoyu Road,Wuhan 430079,China);IMPROVING HARRIS CORNER DETECTOR[J];Wtusm Bulletin of Science and Technology;2003-02
4 Jin Shubin\ Pan\ Hai (Guizhou General Company of Highway Engineering,Guiyang 550001);The Comparative Study of Three Systematic Evaluation Methods in Comprehensive Evaluation of Traffic Project[J];JOURNAL OF CHONGQING JIAOTONG INSTITUTE;1998-02
5 HUANG Jin, ZHANG Xiaobing, YIN Hanchun, AN Xinwei (Department of ELectronic Engineering, Southeast University, Nanjin, 210096,P.R.China);3D Measuring Techninques Based on Image Processing[J];Journal of Electron Devices;2002-04
6 Hao Qiang Zlui Meilin;Rank of Schemes and Applications Based on the Fuzzy and Grey Analysis[J];Systems Engineering;1995-05
7 CAI Huai-ping,LIU Jing-xu,CHEN Ying-wu (College of Information System and Management,National Univ.of Defense Technology,Changsha 410073,China);On the Markov Characteristic of Dynamic Weapon Target Assignment Problem[J];Journal of National University of Defense Technology;2006-03
8 WANG Xiang jun,WANG Feng (College of Precision Instrument and Opto-electronic Engineering, Tianjin University, The Metrology Technology and Instrumentation National Laboratory Qilitai,Nankai District, Tianjin 300072, China);Study of Micro Mechanical Size Inspection Technology by Microscope Precision Digital Image[J];Optics and Precision Engineering;2001-06
9 LI Jia_lie, DING Guo_qing, YAN Guo_zheng, ZHU Hong_hai (Department of Information Detection Technology and Instrument, Shanghai Jiaotong University, Shanghai 200030,China);Method for improving precision in noncontact measurement by linear CCD[J];Optics and Precision Engineering;2002-03
10 ZHU Zheng-tao~(1,2), LI Shao-fa~1(1. College of Computer Science and Engineering, South China Univ. of Tech., Guangzhou510640, China)(2. Guangdong Univ. of Tech., Guangzhou510640, China);Lens distortion and proofreading technology[J];Optical Technique;2005-01
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved