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http://dx.doi.org/10.3745/KIPSTD.2003.10D.1.045

A Data Model for Past and Future Location Process of Moving Objects  

Jang, Seung-Youn (충북대학교 대학원 전자계산학과)
Ahn, Yoon-Ae (충북대학교 대학원 전자계산학과)
Ryu, Keun-Ho (충북대학교 전기전자및컴퓨터공학부)
Abstract
In the wireless environment, according to the development of technology, which is able to obtain location information of spatiotemporal moving object, the various application systems are developed such as vehicle tracking system, forest fire management system and digital battle field system. These application systems need the data model, which is able to represent and process the continuous change of moving object. However, if moving objects are expressed by a relational model, there is a problem which is not able to store all location information that changed per every time. Also, existing data models of moving object have a week point, which constrain the query time to the time that is managed in the database such as past or current and near future. Therefore, in this paper, we propose a data model, which is able to not only express the continuous movement of moving point and moving region but also process the operation at all query time by using shape-change process and location determination functions for past and future. In addition, we apply the proposed model to forest fire management system and evaluate the validity through the implementation result.
Keywords
Moving object; Spatiotemporal data model; Location determination function; Spatiotemporal database;
Citations & Related Records
Times Cited By KSCI : 8  (Citation Analysis)
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1 S. Grumbach, P. Rigaux, M. Scholl and L. Segoufin, 'The Design and Implementation of DEDALE,' Verso Report number 171, 1999
2 R. H. Guting, M. H. Bohlen, M. Erwig, C. S. Jensen and N. A. Lorentzos, M. Schneider and M. Vazirgiannis, 'A Foundation for Representing and Querying Moving Ob-jects,' ACM Transactions on Database Systems, Vol.25, No.1, pp.1-42, 2000   DOI   ScienceOn
3 M. Erwig, R. H. Guting, M. Schneider and M. Vazirgiannis, 'Spatio-Temporal Data Types : An Approach to Modeling and Querying Moving Object in Databases,' Geolnfor-matica, Vol.3, No.3, pp.269-296, 1999   DOI   ScienceOn
4 S. Shumilov and J. Siebeck, 'Database Support for Tem-poral 3D Data Extending the GeoToolkit,' EC-GI & GIS Workshop, 2001
5 L. Forlizzi, R. H. Guting, E. Nardelli and M. Schneider, 'A Data Model and Data Structures for Moving Objects Databases,' In Proc. of the Intl. Conference on ACM SIGMOD, pp.319-330, 2000
6 S. Grumbach, P. Rigaux and L. Segoufin, 'Spatio-Tem-poral Data Handling with Constraint,' ACM International Workshop on Advances in Geographic Information Sys-tems, 1998   DOI
7 R. H. Guting, M. H. Bohlen, M. Erwing, C. S. Jensen, et al., 'A Foundation for Representing and Querying Mov-ing Object,' Chorochronos TR, CH-98-3, 1998
8 M. H. Huh, Y. A. Ahn and K. H. Ryu, 'Moving Object Location Change Function using Cubic Spline Interpola-tion,' SCI2002, 2002
9 J. A. Cotelo Lema, L. Forlizzi, R. H. Guting, E. Nardelli and M.Schneider, 'Algorithms for Moving Objects Data-bases,' FernUniversity Hagen, Informatik-Report 289, 2001
10 J. Moreira, C. Ribeiro and J. M. Saglio, 'Representation and Manipulation of Moving Points : An Extended Data Model for Location Estimation,' Cartography and Geo-graphic Information Science(CaGIS), Special Issue on Dealing with Time, Vol.26, No.2, pp.109-123, 1999   DOI
11 D. Pfoser and C. S. Jensen, 'Capturing the Uncertainty of Moving Object Representations,' In Proc. of the Intl. Conference on SSDBM, pp.111-132, 1999
12 A. P. Sistla, O. Wolfson, S. Chamberlain and S. Dao, 'Modeling and Querying Moving Objects,' ICDE, pp.422-432, 1997   DOI
13 A. P. Sistla, O. Wolfson, S. Chamberlain and S. Dao, 'Querying the Uncertain Position of Moving Objects,' Dagstuhl, pp.310-337, 1997
14 O. Wolfson, B. Xu, S. Chamberlain and L. Jiang, 'Moving Object Databases : Issues and Solutions,' In Proc. Of the Intl. Confercence on Scientific and Statistical Database Management, 1998   DOI
15 정영진, 배종철, 안윤애, 류근호, 'Smallworld를 이용한 이동 객체 관리 및 위치 예측기의 구현', 춘계학술발표논문집, 한국정보과학회, 2001   과학기술학회마을
16 O. Wolfson, A. P. Sistla, B. Xu, J. hou and S. Chamberlain, 'DOMINO : Databases fOr MovINg Objects tracking,' In Proc. of the Intl. Conference on SIGMOD, pp.547-549, 1999   DOI
17 양은주, 정영진, 장승연, 안윤애, 류근호, '이동 객체의 경로 추정을 위한 다항 회귀 함수 적용 및 구현', 추계학술발표 논문집, 정보처리학회, 2001   과학기술학회마을
18 장승연, 정영진, 안윤애, 류근호, '시공간 이동 객체 연산자의 설계', 춘계학술발표논문집, 한국정보과학회, 2002   과학기술학회마을
19 안윤애, 류근호, 조동래, '전장분석을 위한 이동 객체의 위치 예측 시스템', 정보과학회논문지, 제8권 제6호, 2002   과학기술학회마을
20 신기수, 안윤애, 배종철, 정영진, 류근호, 'GIS를 이용한 시공간 이동 객체 관리 시스템', 정보처리학회논문지D, 제8-D권 제2호, pp.105-116, 2001   과학기술학회마을