基于R-tree的多重近似索引研究Research on multi-approximate index based on R-tree
林伟华,伍永刚,谈晓军,余艳,毛典辉
摘要(Abstract):
本文提出了一种新的索引方法——基于R-tree的多重近似索引,该索引结构既包含实体传统的外部近似也包含其内部近似。在检索时,粗过滤阶段测试实体内部和外部近似,如果内部近似测试为真值就不需要进行详查阶段的处理,从而减少访问磁盘I/O次数而提高检索效率。通过实验验证分析,该索引方法能极大地提高空间数据的检索效率。
关键词(KeyWords): 空间数据索引;空间数据库;最大内接圆;地理信息系统(GIS)
基金项目(Foundation): 国家自然科学基金资助项目“海量空间数据的多重近似索引方法研究”(40601072)
作者(Author): 林伟华,伍永刚,谈晓军,余艳,毛典辉
参考文献(References):
- [1]Guttman A.R-trees:A dynamic index structure for spa-tial searching[C]//The ACM SIGMOD Int.Conf.onManagement of Data,Boston,MA,1984:47-57.
- [2]Beckmann N,Kriegel H P,Schneider,R,and SeegerB.The R*-tree:an efficient and robust access methodfor points and rectangles[C]//The ACMSIGMOD Int.Conf.on Management of Data,Atlantic City,N.J.,1990:322-331.
- [3]Sellis T K,Roussopoulos N,Faloutsos C.The R+-tree:a dynamic index for multi-dimensional objects[C]//The 13th Int.Conf.on Very Large Data Bases,Brighton,1987:507-518.
- [4]Katayama,N.,Satoh,S..The SR-tree:an indexstructure for high-dimensional nearest neighbor queries[C]//The ACM SIGMOD Int.Conf.on Managementof Data,Tucson,Arizona,1997.369-380.
- [5]Robinson J T.The K-D-B-tree:A search structure forlarge multi-dimensional dynamic indexes[C]//TheACM SIGMOD Int.Conf.on Management of Data,Michigan,1981:10-18.
- [6]Fuchs H,Abram G.D,Grant E D.New real-time sha-ded display of rigid objects[J].Computer Graph,1983,17(3).
- [7]赵园春,李成名,等.并行R树空间索引中节点大小的确定方法研究[J].测绘科学,2008,33(4).
- [8]Nievergelt J,Hinterberger H,Sevcik K C.The gridfile:An adaptable,symmetric multikey file structure[J].ACM Trans.Database System,1984,9(1).
- [9]Gaede V,Gunther O.Multidimensional access methods[J].ACM Computing Surveys,1998,30(2).
- [10]刘书桂,杨芳,邹志华,等.计算几何在测试计量技术中的应用[J].仪器仪表学报,1998,19(6).
- [11]张芩,王振民.QR-树:一种基于R-树与四叉树的空间索引结构[J].计算机工程与应用,2004,40(9).