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位置不确定持续移动对象的离散表示
引用本文:包磊,秦小麟.位置不确定持续移动对象的离散表示[J].中国航空学报,2005,18(1):59-64.
作者姓名:包磊  秦小麟
作者单位:College of Information Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China
基金项目:Foundation item: National Natural Science Foundation of China (69973032)
摘    要:基于快照模型,提出对多个离散快照进行整体插值来生成不确定性二维移动点对象的离散模型用于时空数据库系统的实现。利用GM(1,1)模型,通过灰生成降低各个离散快照本身包含的不确定性,建立能够反映移动对象的整体运动趋势的离散实现模型。与线性插值模型的对比实验说明,信息受限情况下采用该模型计算位置不确定持续运动对象的时空运动情况能够保持稳定的低误筹率。

关 键 词:时空数据库  离散模型  灰建模  不确定性  移动目标数据库
文章编号:1000-9361(2005)01-0059-06
收稿时间:2004-04-26
修稿时间:2004-11-08

The Discrete Representation of Continuously Moving Indeterminate Objects
Bao Lei;Qin XiaoLin.The Discrete Representation of Continuously Moving Indeterminate Objects[J].Chinese Journal of Aeronautics,2005,18(1):59-64.
Authors:Bao Lei;Qin XiaoLin
Institution:College of Information Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China;College of Information Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China
Abstract:To incorporate indeterminacy in spatio-temporal database systems, grey modeling method is used for the calculations of the discrete models of indeterminate two dimension continuously moving objects. The Grey Model GM(1,1) model generated from the snapshot sequence reduces the randomness of discrete snapshot and generates the holistic measure of object's movements. Comparisons to traditional linear models show that when information is limited this model can be used in the interpolation and near future prediction of uncertain continuously moving spatio-temporal objects.
Keywords:spatio-temporal database  discrete model  grey model  uncertainty  moving objects database
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