A foundation for representing and querying moving objects

被引:362
作者
Güting, RH [1 ]
Böhlen, MH
Erwig, M
Jensen, CS
Lorentzos, NA
Schneider, M
Vazirgiannis, M
机构
[1] Fern Univ Hagen, D-58084 Hagen, Germany
[2] Univ Aalborg, Dept Comp Sci, DK-9220 Aalborg, Denmark
[3] Agr Univ Athens, Informat Lab, Athens 11855, Greece
[4] Athens Univ Econ & Business, Dept Informat, Athens, Greece
来源
ACM TRANSACTIONS ON DATABASE SYSTEMS | 2000年 / 25卷 / 01期
关键词
languages; theory; abstract data types; algebra; moving objects; moving point; moving region; spatio-temporal databases; spatio-temporal data types;
D O I
10.1145/352958.352963
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Spatio-temporal databases deal with geometries changing over time. The goal of our work is to provide a DBMS data model and query language capable of handling such time-dependent geometries, including those changing continuously that describe moving objects. Two fundamental abstractions are moving point and moving region, describing objects for which only the time-dependent position, or position and extent, respectively, are of interest. We propose to represent such time-dependent geometries as attribute data types with suitable operations, that is, to provide an abstract data type extension to a DBMS data model and query language. This paper presents a design of such a system of abstract data types. It turns out that besides the main types of interest, moving point and moving region, a relatively large number of auxiliary data types are needed. For example, one needs a line type to represent the projection of a moving point into the plane, or a "moving real" to represent the time-dependent distance of two moving points. It then becomes crucial to achieve (i) orthogonality in the design of the type system, i.e., type constructors can be applied uniformly; (ii) genericity and consistency of operations, i.e., operations range over as many types as possible and behave consistently; and (iii) closure and consistency between structure and operations of nontemporal and related temporal types. Satisfying these goals leads to a simple and expressive system of abstract data types that may be integrated into a query language to yield a powerful language for querying spatio-temporal data, including moving objects. The paper formally defines the types and operations, offers detailed insight into the considerations that went into the design, and exemplifies the use of the abstract data types using SQL. The paper offers a precise and conceptually clean foundation for implementing a spatio-temporal DBMS extension.
引用
收藏
页码:1 / 42
页数:42
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