Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Geomatics and Information Science of Wuhan University》 2013-01
Add to Favorite Get Latest Update

A Grid-Time-indexed Cube Model for Spatiotemporal Data Warehouse of Vehicle Supervision

HU Jihua1 CHENG Zhifeng1 ZHAN Chengzhi1 TANG Wei1(1 Research Centre of Intelligent Transportation System,School of Engineering,Sun Yet-sen University, 135 East Waihuan Road,Guangzhou 510275,China) (2 Guangdong Provincial Key Laboratory of Intelligent Transportation System,135 West Xingang Road,Guangzhou 510006,China)  
Immense amounts of spatiotemporal data generated by vehicle supervision can't be efficiently managed by ordinary databases,due mainly to long query response.This paper proposes a new approach called grid-time-indexed cube,which is a spatial grid indexed,adaptive cube-based and trajectory supported for spatiotemporal data warehouses.Through the extensive performance studies based on spatiotemporal data from main vehicle supervision system of Guangdong province,we observed that grid-time-indexed cube achieved higher query performance than ordinary data storage technologies,under various operational conditions,and it was easily applicable in practice and compatible with ordinary databases.
【Fund】: 国家自然科学基金资助项目(40971098);; 广东省2011年度安全生产专项资金资助项目(2011-118)
【CateGory Index】: TP311.13;U495
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 3 Hits
1 ZHAO Li-xuan;ZHAN Cheng-zhi;NIE Pei-lin;CHENG Zhi-feng;Division of Traffic Management Studies,Department of Public Security,Guangdong Police College;Research Center of Intelligent Transportation System,School of Engineering,Sun Yat-sen University;Environment and Construction College,Foshan University;;Technologies for Ensuring Massive Data Security of Key Vehicle Supervision Platform[J];Computer and Modernization;2013-10
2 NIE Pei-lin;CHENG Zhi-feng;ZHAO Li-xuan;ZHAN Cheng-zhi;Environment and Construction College,Foshan University;Research Center of Intelligent Transportation System,School of Engineering,SUN Yat-sen University;Division of Traffic Management Studies,Department of Public Security,Guangdong Police College;;Immense Amount Data Processing of Key Vehicle Supervision under Internet of Things[J];Transportation Standardization;2013-21
3 SONG Min;WANG She-wei;College of Information Science and Technology,Henan University of Technology;Key Laboratory of Contemporary Design and Integrated Manufacturing Technology,Ministry of Education,Northwestern Polytechnic University;;Data analysis method to assembly process based on ISA95[J];Computer Engineering and Design;2013-09
【Citations】
Chinese Journal Full-text Database 5 Hits
1 XUE Cunjin1,2,ZHOU Chenghu2,SU Fenzhen2,DONG Qing1,XIE Jiong21. Laboratory of Digital Earth Science,Center for Earth Observation and Digital Earth,CAS. Beijing 100191,China; 2. State Key Lab of Resources and Environment Information System,Institute of Geographical Science and Natural Resources,CAS,Beijing 100101,China;Research on Process-oriented Spatio-temporal Data Model[J];Acta Geodaetica et Cartographica Sinica;2010-01
2 WANG Wei-jing,WENG Jing-nong,FAN Ke(School of Computer Science,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);Design and implementation of spatial-temporal data model in vehicle monitor system[J];Computer Engineering and Design;2006-06
3 MENG Lingkui 1 ZHAO Chunyu 1 LIN Zhiyong 1 HUANG Changqing 1(1 School of Remote Sensing and Information Engineering,Wuhan University,129 Luoyu Road,Wuhan,China,430079);Research and Implementation of Spatio-temporal Data Model Based on Time-varying Sequence of Geographical Events[J];Editorial Board of Geomatics and Information Science of Wuhan University;2003-02
4 LI Qingquan1,2 YANG Bisheng1,2 ZHENG Nianbo1,2(1 Stste Key Laboratory for Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,129 Luoyu Road,Wuhan 430079,China) (2 Transportation Research Center,Wuhan University,129 Luoyu Road,Wuhan 430079,China);An Integrated Spatio-Temporal Data Model for GIS-Transportation and Related Applications[J];Geomatics and Information Science of Wuhan University;2007-11
5 YU Zhaoyuan1 YUAN Linwang1 LUO Wen1 YI Lin1(1 Key Laboratory of Virtual Geographic Environment of Ministry of Education,Nanjing Normal University,1 Wenyuan Road,Nanjing 210046,China);Design and Implementation of GIS Temporal Spatial Analysis System Based on Clifford Algebra[J];Geomatics and Information Science of Wuhan University;2011-12
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 GAN Li et al(The Key Laboratory for Silviculture and Conservation of Ministry of Education,Beijing Forestry University,Beijing 100083);Study and Design for Afforestation Planning and Design System[J];Journal of Anhui Agricultural Sciences;2010-21
2 AN Xiaoya1,LI Ying2,SUN Qun1,YAN Wei1,3 1.Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052;2.Institute of Remote Sensing and Geographic Information System,Peking University,Beijing 100871;3.61512Troops,Beijing 100088;Research on Geographical Event Model for Spatial Data Active Updating[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2011-03
3 DAI Xiang-xi①,ZHOU Wei①,SUN Jun-ying②(①Key Laboratory of Virtual Geographic Environment,Nanjing Normal University,Ministry of Education,Nanjing 210046,China;②Institute of Geodesy and Geophysics,Chinese Academy of Sciences,Wuhan 430077,China);The development and application of archiving in spatio-temporal data management[J];Science of Surveying and Mapping;2009-S1
4 NIU An-ying(Gansu Provincial Bureau of Geology Exploration,Lanzhou 730000,China);Some issues of construction of historical geospatial information database[J];Science of Surveying and Mapping;2011-04
5 WEI Kong-liang,FAN Ya-ting,ZHU De-hai(College of Information and Electrical Engineering,China Agricultural University,Beijing 100083,China);Automatic updating of cadastral database based on change detection method[J];Science of Surveying and Mapping;2011-04
6 XU Xiao-bo,WU Hua-ling,GUO Xian-chun,LUO Yan(Faculty of Geomatics,East China Institute of Technology,Fuzhou 344000,China);Research on 3D Network Model Inside the Building Based on the GIS Transportation Network[J];Geomatics World;2012-02
7 ZHANG Bao-gang, WANG Run-sheng;Spatio-temporal Composite Data Base Model and Its Realization with Road Centerlines Planning as Example[J];Bulletin of Surveying and Mapping;2006-02
8 ZHOU Ping;Spatio-temporal Data Dynamic Visualization Based on Key Frame Animation[J];Bulletin of Surveying and Mapping;2012-01
9 LU Feng1,SHEN Paiwei21. State Key Laboratory of Resources and Environmental Information System,Institute of Geographic Sciences and Natural Resources Research,CAS,Beijing 100101,China; 2. NavInfo Co. Ltd,Beijing 100083,China;An Intelligent Model Supporting Traffic Connectivity Automation for City Road Networks[J];Acta Geodaetica et Cartographica Sinica;2009-06
10 XUE Cunjin1,2,ZHOU Chenghu2,SU Fenzhen2,DONG Qing1,XIE Jiong21. Laboratory of Digital Earth Science,Center for Earth Observation and Digital Earth,CAS. Beijing 100191,China; 2. State Key Lab of Resources and Environment Information System,Institute of Geographical Science and Natural Resources,CAS,Beijing 100101,China;Research on Process-oriented Spatio-temporal Data Model[J];Acta Geodaetica et Cartographica Sinica;2010-01
China Proceedings of conference Full-text Database 4 Hits
1 Zhou Wen-ting1,Yao Mao-hua2(1.Guilin University of Technology,Nanning Branch,Nanning,530001;(2.Geomatics Center of Guangxi,Nanning,530023);A Survey of Researches and Developments of TGIS[A];[C];2011
2 ;Research on the Analysis Model of Urban Road Traffic Accidents:City of Wuhan[A];[C];2009
3 WANG Shan-shan~1,JI Min~2,HU Rui-lin~1 (1.Key Laboratory of Engineering Geomechanics,Institute of Geology and Geophysics,CAS,Beijing 100029; 2.Geomatics College,Shandong University oj Science and Technology,Qingdao 266510,China);Spatial Temporal Expression of Mining Subsidence Based on Version-Increment[A];[C];2013
4 Peng Xuan Fang Aifen Cai Gang Zhang Sen (Traffic Management Research Institute of the Ministry of Public Security,Wuxi 214151);Design of Visualization Framework in Expressway Monitor and Control System Based on Flex[A];[C];2013
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 CHEN Jia1,HU Jihua2,ZHANG Feizhou 1,1. Institute of Remote Sensing and Geographic Information System,Peking University,Beijing 100871; 2. The Center of Intelligent Transport System,School of Engineering,Sun Yat-sen University,Guangzhou 510275;;Research on Map-Matching Algorithm Oriented Navigation and Monitor[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2009-02
2 LIU Lin①②,LI Wan-wu②,WANG Zhi-yu③,TIAN Yu②(① Wuhan University,Wuhan 430079,China;②Shandong University of Science and Technology,Shandong Qingdao 266510,China;③Huangdao Chinese Medicine Hospital,Shandong Qingdao 266510,China);Research and implementation of real-time high accuracy map-matching technique[J];Science of Surveying and Mapping;2010-05
3 CHEN Wei-song1,CHEN Qing-qiu2(1.Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China;2.Troop 65014,Shenyang 110027,China);A Research of GIS Base on Cloud Computing[J];Geomatics & Spatial Information Technology;2011-01
4 LIU Jiang-hong LI Gang(Hunan Police Academy,Changsha,Hunan,410138,Changsha University of Science & Technology,Changsha,Hunan,410004);A Comparative Study on Key Vehicle Supervision Models[J];Journal of Hunan Police Academy;2011-06
5 JIANG Chang-Jun, ZENG Guo-Sun, CHEN Hong-Zhong, MIAO Duo-Qian, ZHANG Zhao-Hui, ZHI Qing, YUE Feng, and FU You (Department of Computer Science and Engineering, School of Electronics and Information Engineering, Tongji University, Shanghai 200092) (Tongji Branch, National Engineering & Technology Center of High Performance Computers, Shanghai 200092);Research on Traffic Information Grids[J];Journal of Computer Research and Development;2003-12
6 XUE Dongjuan,GAO Tianyi,PAN Ying,PAN Lanlan School of Mechanical Engineering,Dalian Ocean University,Dalian,Liaoning 116023,China;Construction of ship enterprises quality control model and data warehouse[J];Computer Engineering and Applications;2012-06
7 ZHAO Penga,b,WANG Shou-juna,b,GONG Yuna,b(a.Key Laboratory of Intelligent Computing & Signal Processing,Ministry of Education;b.School of Computer Science and Technology,Anhui University,Hefei 230039,China);Multi-join Query Optimization of Data Warehouse Based on Improved Ant Colony Algorithm[J];Computer Engineering;2012-01
8 YAN Qiu-Ling1) SUN Li1) WANG Mei1) LE Jia-Jin1) LIU Guo-Hua1),2)1)(School of Computer Science and Technology,Donghua University,Shanghai 201620)2)(State Key Laboratory for Novel Software Technology,Nanjing University,Nanjing 210093);Heuristic Mechanism for Query Optimization in Column-Store Data Warehouse[J];Chinese Journal of Computers;2011-10
9 MA Yue,HE Xiao-wei,OUYANG Tie-lei(Mathematics,Physics and Information Engineering College of Zhejiang Normal University,Jinhua 321004,China);Design and Implementation of Google Maps API-based Vehicle Monitoring System[J];Computer and Modernization;2010-02
10 GUO Rui-peng(School of Computer Science,South China Normal University,Guangzhou 510631,China);Analysis of Key Technologies on Cloud Computing Security[J];Computer and Modernization;2012-06
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 <author>I Jian-jun,XU Guo—hua,HE Min,SONG Yan (Transportation Research Center,Beijing University of Technology,Beijing 100022,China);<title>search Progress on GIS-T Data Models[J];Journal of Beijing Polytechnic University;2004-03
2 JIANG Jie 1, 2 ,CHEN Jun 1 (1.China University of Mining and Technology,Beijing,100083;2.National Geomatics Center of China,Beijing,100044);Event-based Spatio-temporal Database Design for Land Subdivision System[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;2000-01
3 LIN Guang-fa, FENG Xue-zhi, WANG Lei, DU Jin-kang (Department of Urban & Resources Science, Nanjing University, Nanjing 210093, China);An Event-centric Object Oriented Spatio-temporal Data Model[J];Acta Geodaetica Et Cartographic Sinica;2002-01
4 LU Feng, ZHOU Cheng-hu, WAN Qing (State Key Laboratory of Resource and Environment Information System, CAS, Beijing 100101, China);Implementation of a Feature-based Non-planar Database for Urban Traffic Networks[J];Acta Geodaetica Et Cartographic Sinica;2002-02
5 CUI Wei-hong~(1,2), SHI Wen-zhong~2 , LI Xiao-juan~1(1. Institute of Remote Sensing Applications, Chinese Academy of Sciences, Beijing 100101, China; 2. Department of Land Surveying and Geo-informatics, The Hong Kong Polytechnic University, Hong Kong,China);Development of a Feature Based Spatial-temporal Data Model for Land Use Change Dynamic Monitoring[J];Acta Geodaetica Et Cartographic Sinica;2004-02
6 JIN Pei-quan, YUE Li-hua, GONG Yu-chang (Dept of Computer Sci & Tech, University of Science and Technology of China, Hefei 230027, China);A Spatiotemporal Data Model Based on History Topology and Descriptors[J];Acta Geodaetica Et Cartographic Sinica;2004-03
7 LI Yong1,2,CHEN Shao-pei2,3,TAN Jian-jun2,FANG Qiu-shui4(1.School of Life Sciences Sun Yat-sen University,Guangzhou 510275,China;2.Guangzhou Institute of Geochemistry Chinese Academy of Sciences,Guangzhou 510640,China;3.French Naval Academy Research Institute,BREST Armees,BP600,29240,France;4.Bureau of Passenger Management,Guangzhou Transportation Committee,Guangzhou 510405,China);A Study of Event-driven Spatio-temporal Data Model for Urban Public Traffic[J];Acta Geodaetica et Cartographica Sinica;2007-02
8 XIE Jiong1,LIU Ren-yi2,LIU Nan2,LU Li-zhen2(1.State Key Laboratory of Resources and Environment Information System,Chinese Academy of Sciences,Beijing 100101,China;2.Zhejiang Provincial Keylab of GIS,Zhejiang University,Hangzhou 310028,China);A Spatio-temporal Process Trapezoid Multi-level Description Framework and Its Modeling Case[J];Acta Geodaetica et Cartographica Sinica;2007-03
9 Huang Mingzhi (Hehai University, Nanjing 210098) Zhang Zuxun (Wuhan Technical University of Surveying and Mapping, 430070);N1NF RELATIONAL BASIS OF SPATIOTEMPORAL DATA MODEL[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;1997-01
10 Gong Jianya (Wuhan Technical University of Surveying and Mapping, Wuhan, 430070);AN OBJECT ORIENTED SPATIO TEMPORAL DATA MODEL IN GIS[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;1997-04
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved