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PMR四叉树空间索引优化的应用研究 被引量:3

Applications research of Spatial index optimize of PMR quadtrees
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摘要 PMR四分树空间索引结构在包含空间连接的空间数据库查询中是很有效的,本文对桶载入PMR四分树的算法做了一些改进,即两种互补的技术:一种改进的插入算法和一种桶载入方法。实验结果表明该算法使得四叉树的构造速度相对于原有的构造方法大大提高,桶载入PMR四叉树的性能有所改善,并可运用到许多基于规则划分的空间数据结构上。 PMR quadtrees are very efficient spatial index structures in the queries of spatial database involve spatial joins.In this paper,some improvements had been made on the algorithm of bulk-loading PMR quadtrees,which are two complementary techniques:an improved insertion algorithm and a bulk-loading method.The results of experiments show that improved algorithms exploit fast spatial index construction as well as yield significant performance improvement for bulk-loading PMR quadtree.
作者 周巧临
机构地区 西南科技大学
出处 《微计算机信息》 北大核心 2008年第3期175-176,28,共3页 Control & Automation
基金 国家自然科学基于神经网络的大规模数值模拟数据分析技术研究(10476006)
关键词 空间索引 PMR四分树 桶载入 Spatial index PMR quadtrees Bulk-loading
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参考文献8

  • 1[1]Arge L,Hinrichs KH,Vahrenhold J,Vitter JS.Efficient bulk operations on dynamic R_trees,Algorithmica,2002
  • 2[2]Nick Koudas,Indexing support for spatial joins,Data & Knowledge Engineering 34,2000
  • 3崔阳,王华,乔淑娟.基于GIS的空间数据库构建与应用研究[J].微计算机信息,2005,21(12x):104-106.
  • 4[4]Robert Fenk,Akihiko Kawakami,Volker Markl,Bulk Loading a Data Warehouse built upon a UB-Tree,Proceedings of the 2000International Symposium on Database Engineering and Applications,2000
  • 5[5]Jochen Van den Bercken,Bernhard Seeger,An Evaluation of Generic Bulk Loading Techniques,Proceedings of the 27th International Conference on Very Large Data Bases,2001
  • 6周巧临,蒋华.加速PMR四分树构造的研究[J].计算机与现代化,2004(12):94-96. 被引量:1
  • 7[7]Arge L,Hinrichs KH,Vahrenhold J,Vitter JS,Efficient bulk operations on dynamic R_trees,Algorithmica,2002
  • 8[8]Rui Ding,Xiaofeng Meng,A Quadtree Based Dynamic Attribute Index Structure and Query Process,Proceedings of the 2001International Conference on Computer Networks and Mobile Computing (ICCNMC 01),2001

二级参考文献10

  • 1Robert Fenk,Akihiko Kawakami,Volker Markl.Bulk Loading a Data Warehouse Built upon a UB-tree[DB/OL].http://csdl.computer.org/comp/proceedings/ideas/2000/0789/00/0789t-oc.htm,2000-09-18.
  • 2Jochen Van den Bercken,Bernhard Seeger.An evaluation of generic bulk loading Techniques[A].Proceedings of the 27th International Conference on Very Large Data Bases[C].San Francisco:Morgan Kaufmann Publishers Inc.,2001.461-470.
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  • 4Rui Ding,Xiaofeng Meng.A quadtree based dynamic attribute index structure and query process[A].ICCNMC'01[C].Beijing:IEEE CS Press,2001.446-451.
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  • 6Samet H.The Design and Analysis of Spatial Data Structures[M].Boston:Addison-Wesley,1990.
  • 7Arge L,Hinrichs K H,Vahrenhold J,Vitter J S.Efficient bulk operations on dynamic R_trees[J].Algorithmica,2002,33(1):104-128.
  • 8Nick Koudas.Indexing support for spatial joins[J].Data & Knowledge Engineering,2000,34(2):99-124.
  • 9Gisli R Hjaltason,Hanan Samet.Improved bulk_loading algorithms for quadtrees[A].GIS 1999 Proceedings[C].USA:ACM Press,1999.110-115.
  • 10Li Chen,Rupesh Choubey,Elke A Rundenteiner.Bulk-insertions into R-trees using the Small-tree-large-tree approach[A].GIS 1998 Proceedings[C].USA:ACM Press,1998.161-162.

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