• Title/Summary/Keyword: Moving Object DBMS

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EVALUATING AND EXTENDING SPATIO-TEMPORAL DATABASE FUNCTIONALITIES FOR MOVING OBJECTS

  • Dodge Somayeh;Alesheikh Ali A.
    • Proceedings of the KSRS Conference
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    • 2005.10a
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    • pp.778-784
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    • 2005
  • Miniaturization of computing devices, and advances in wireless communication and positioning systems will create a wide and increasing range of database applications such as location-based services, tracking and transportation systems that has to deal with Moving Objects. Various types of queries could be posted to moving objects, including past, present and future queries. The key problem is how to model the location of moving objects and enable Database Management System (DBMS) to predict the future location of a moving object. It is obvious that there is a need for an innovative, generic, conceptually clean and application-independent approach for spatio-temporal handling data. This paper presents behavioral aspect of the spatio-temporal databases for managing and querying moving objects. Our objective is to impelement and extend the Spatial TAU (STAU) system developed by Dr.Pelekis that provides spatio-temporal functionality to an Object-Relational Database Management System to support modeling and querying moving objecs. The results of the impelementation are demonstrated in this paper.

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Design and Implementation of a Main Memory Index based on the R-tree for Moving Object Databases (이동체 데이터베이스를 위한 R-tree 기반 메인 메모리 색인의 설계 및 구현)

  • Ahn, Sung-Woo;An, Kyoung-Hwan;Lee, Chaug-Woo;Hong, Bong-Hee
    • Journal of Korea Spatial Information System Society
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    • v.8 no.2 s.17
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    • pp.53-73
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    • 2006
  • Recently, the need for Location-Based Services (LBS) has increased due to the development of mobile devices, such as PDAs, cellular phones and GPS. As a moving object database that stores and manages the positions of moving objects is the core technology of LBS, the scheme for maintaining the main memory DBMS to the server is necessary to store and process frequent reported positions of moving objects efficiently. However, previous works on a moving object database have studied mostly a disk based moving object index that is not guaranteed to work efficiently in the main memory DBMS because these indexes did not consider characteristics of the main memory. It is necessary to study the main memory index scheme for a moving object database. In this paper, we propose the main memory index scheme based on the R-tree for storing and processing positions of moving objects efficiently in the main memory DBMS. The proposed index scheme, which uses a growing node structure, prevents the splitting cost from increasing by delaying the node splitting when a node overflows. The proposed scheme also improves the search performance by using a MergeAndSplit policy for reducing overlaps between nodes and a LargeDomainNodeSplit policy for reducing a ratio of a domain size occupied by node's MBRs. Our experiments show that the proposed index scheme outperforms the existing index scheme on the maximum 30% for range queries.

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Design and Implementation of Moving Object Model for Nearest Neighbors Query Processing based on Multi-Level Global Fixed Gird (다단계 그리드 인덱스 기반 최근접 질의 처리를 위한 이동체 DBMS 모델의 설계와 구현)

  • Joo, Yong-Jin
    • Journal of Korean Society for Geospatial Information Science
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    • v.19 no.3
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    • pp.13-21
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    • 2011
  • In mobile environment supporting mobility technologies, user requirements have been increased with respect to utilization of location information. In particular, moving object DBMS has consistently posed in order to efficiently maintain traffic information related to location of vehicle which tents to tremendously change over time. Despite the fact that these sorts of researches must be taken into consideration, empirical studies on moving object in terms of map database for lbs service, spatial attribute of which is continuously changed over time, have rarely performed. Therefore, aim of this paper is to suggest efficient spatial index scheme, which is capable of supporting query processing algorithm and location of moving object over time, by developing new empirical model. As a result, we can come to the conclusion that moving object model based on multi-fixed grid index makes it possible to cut down on the number of entity for retrieving. What's more, this model enables hierarchical data to be accessed through efficient spatial filtering on large-scale lbs data and constraints in accordance with level in order to display map.

A Design of Location Tracking Service System based on MMDBMS (MMDBMS에 기반한 위치 추적 서비스 시스템의 설계)

  • Lee, Soon-Mi
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2010.07a
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    • pp.403-405
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    • 2010
  • 위치 추적 서비스와 같은 LBS 서비스는 신속하게 변화하는 수많은 양의 공간 및 이동 객체를 관리 및 실시간으로 처리해야 하므로 고성능의 DBMS가 필요하다. 본 논문에서는 실시간 처리와 고성능 처리를 향상시키기 위한 메인 메모리 기반의 이동체 DBMS를 사용한 위치 추적 서비스 시스템을 제안하였다.

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Design and Implementation of the Spatio-Temporal DSMS for Moving Object Data Streams (이동체 데이타 스트림을 위한 시공간 DSMS의 설계 및 구현)

  • Lee, Ki-Young;Kim, Joung-Joon
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.8 no.5
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    • pp.159-166
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    • 2008
  • Recently, according to the rapid development of location positioning technology and wireless communications technology and increasement of usage of moving object data, many researches and developments on the real-time locating systems which provides real time service of moving object data stream are under proceeding. However, MO (Moving Object) DBMS used based system in the in these systems is the inefficient management of moving object data streams, and the existing DSMS (Data Stream Management System) has problems that spatio-temporal data are not handled efficiently. Therefore, in this thesis, we designed and implemented spatio-temporal DSMS for efficient real-time management of moving object data stream. This thesis implemented spatio-temporal DSMS based STREAM (STanford stREam dAta Manager) of Stanford University is supporting real-time management of moving object data stream and spatio-temproal query processing and filtering for reduce the input loading. Specifically, spatio-temporal operators of the spatio-temporal DSMS support standard interface of SQL form which extended "Simple Feature Specification for SQL" standard specifications presented by OGC for compatibility. Finally, implemented spatio-temporal DSMS in this thesis, proved the effectiveness of the system that as applied real-time monitoring areas that require real-time locating of object data stream DSMS.

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Design and Implementation of Open Service Platform for LBS (LBS를 위한 개방형 서비스 플랫폼의 설계 및 구현)

  • Min, Kyoung-Wook;Han, Eun-Young;Kim, Gwang-Soo
    • The KIPS Transactions:PartD
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    • v.11D no.6
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    • pp.1247-1258
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    • 2004
  • The LBS(Location-Based Service), which is based on individual's mobility, is required increasingly as mobile telecommunication and various infrastructures have developed rapidly. The technologies for LBS are location determination technology, service platform technology, contents provider technology and moving object database technology generally. Among these, service platform must be interoperable with location gate-way server and provide common function of billing, authentification, protect location information, privacy control, location trigger and intelligent acquisition and so on. The TTA(Telecommunications Technology Association) published specification that defines a standard protocol for safe and simple interface between LBS client and LBS platform and the OpenLS(Open Location Service) in OGC (Open GIS Consortium) released implementation specifications for providing Location based core services. In this paper, we implemented service platform for LBS which is able to interoperable with location gateway server and contents provider and is caracterized as follows. First, it could require and response location information from different types of location gateway server with same interface. Second, it complies with the standard interfaces with OpenLS 4 contents providers for core LBS. Third, it could provide location of wired phone as well as wireless mobile terminal compling with the standard protocol. Last, it could provide trajectorH information based past location as well as current location, because it is able to interoperable with moving object DBMS. This paper contributes to the construction and practical use of LBS by providing the method of implementation of service platform for LBS.

A Spatio-Temporal DSMS for the Real-time Management of Moving Objects (이동체의 실시간 관리를 위한 시공간 DSMS)

  • Kim, Jang-Woo;Park, Chun-Geol;Kim, Dong-Oh;Han, Ki-Joon
    • 한국공간정보시스템학회:학술대회논문집
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    • 2007.06a
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    • pp.9-14
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    • 2007
  • 오늘날 모바일 장치 기술, 위치 측위 기술, 무선 통신 기술 등이 급속도로 발달하고 이동체 위치 데이타가 널리 활용됨에 따라 차량 관리 시스템, 차량 배차 및 제어 시스템 등과 같은 이동체 위치 데이타를 실시간으로 서비스하기 위한 시스템이 개발되고 있다. 그러나 이러한 시스템에서 기반 시스템으로 사용되는 MO(Moving Object) DBMS 같은 이동체 관리 시스템은 이동체의 실시간 스트림 관리에 비효율적이고, 기존의 DSMS(Data Stream Management System)와 같은 스트림 관리 시스템은 공간 데이터를 효율적으로 처리하지 못하고 있다. 따라서, 본 논문에서는 이동체 위치 데이타의 효율적인 실시간 관리를 위한 시공간 DSMS를 설계 및 구현하였다. 본 논문에서 구현한 시공간 DSMS는 스탠포드 대학의 STREAM(STanford stREam dAta Manager)을 기반으로 이동체 위치 데이타의 실시간 관리와 공간 및 시공간 질의 처리 기능을 지원하는 시스템이다. 특히, 시공간 DSMS에서 사용하는 시공간 함수는 호환성을 위해서 OGC에서 제시한 "SQL을 위한 심플 피쳐 명세"를 따르는 표준 인터페이스를 지원한다. 마지막으로 본 논문에서 구현한 시공간 DSMS를 이동체 위치 데이타의 실시간 관리가 필요한 실시간 모니터링 분야에 적용해 봄으로써 시스템의 효용성을 입증하였다.

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DEEP-South: Automated Scheduler and Data Pipeline

  • Yim, Hong-Suh;Kim, Myung-Jin;Roh, Dong-Goo;Park, Jintae;Moon, Hong-Kyu;Choi, Young-Jun;Bae, Young-Ho;Lee, Hee-Jae;Oh, Young-Seok
    • The Bulletin of The Korean Astronomical Society
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    • v.41 no.1
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    • pp.54.3-55
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    • 2016
  • DEEP-South Scheduling and Data reduction System (DS SDS) consists of two separate software subsystems: Headquarters (HQ) at Korea Astronomy and Space Science Institute (KASI), and SDS Data Reduction (DR) at Korea Institute of Science and Technology Information (KISTI). HQ runs the DS Scheduling System (DSS), DS database (DB), and Control and Monitoring (C&M) designed to monitor and manage overall SDS actions. DR hosts the Moving Object Detection Program (MODP), Asteroid Spin Analysis Package (ASAP) and Data Reduction Control & Monitor (DRCM). MODP and ASAP conduct data analysis while DRCM checks if they are working properly. The functions of SDS is three-fold: (1) DSS plans schedules for three KMTNet stations, (2) DR performs data analysis, and (3) C&M checks whether DSS and DR function properly. DSS prepares a list of targets, aids users in deciding observation priority, calculates exposure time, schedules nightly runs, and archives data using Database Management System (DBMS). MODP is designed to discover moving objects on CCD images, while ASAP performs photometry and reconstructs their lightcurves. Based on ASAP lightcurve analysis and/or MODP astrometry, DSS schedules follow-up runs to be conducted with a part of, or three KMTNet telescopes.

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Spatio-temporal Query Processing Systems for Ubiquitous Environments (유비쿼터스 환경을 위한 시공간 질의 처리 시스템)

  • Lee, Ki-Young;Lim, Myung-Jae;Kim, Kyu-Ho;Kim, Joung-Joon
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.10 no.3
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    • pp.145-152
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    • 2010
  • With the recent development of the ubiquitous computing technology, there are increasing interest and research in technologies such as sensors and RFID related to information recognition and location positioning in various ubiquitous fields. Especially, RTLS(Real-Time Locating Services) dealing with spatio-temporal data is emerging as a promising technology. For these reasons, the ISO/IEC published the RTLS standard specification for compatibility and interoperability in RTLS. Therefore, in this paper, we designed and implemented Spatio-temporal Query Processing Systems for efficiently managing and searching the incoming Spatio-temporal data stream of moving objects. Spatio-temporal Query Processing Systems's spatio-temporal middleware maintains interoperability among heterogeneous devices and guarantees data integrity in query processing through real time processing of unceasing spatio-temporal data streams and two way synchronization of spatio-temporal DBMSs. Web Server uses the SOAP(Simple Object Access Protocol) message between client and server for interoperability and translates client's SOAP message into CQL(Continuous Query Language) of the spatio-temporal middleware. Finally, this thesis proved the utility of the system by applying the spatio-temporal Query Processing Systems to a real-time Locating Services.