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时间区间上的不确定移动对象距离范围查询
引用本文:陈逸菲,王玉芳,赵丽玲,陈慧.时间区间上的不确定移动对象距离范围查询[J].计算机系统应用,2017,26(2):189-194.
作者姓名:陈逸菲  王玉芳  赵丽玲  陈慧
作者单位:南京信息工程大学 信息与控制学院, 南京 210044,南京信息工程大学 信息与控制学院, 南京 210044,南京信息工程大学 信息与控制学院, 南京 210044,南京信息工程大学 信息与控制学院, 南京 210044
基金项目:国家自然科学基金(41301407)
摘    要:针对目标对象与查询发出者皆为不确定移动对象的情况,提出了一种时间区间上的距离范围查询(DRqTI).此类查询搜索出数据集中在给定时间区间内,到查询发出者距离不超过阈值的目标对象,查询结果中包含对象满足查询条件的有效时间段和匹配度.提出了基于轨迹、基于时间区间和基于距离的三种剪枝策略,并给出了精炼和匹配度计算方法,在此基础上设计了查询处理算法.实验分析表明,三种剪枝策略中基于距离的方法性能最佳,提出的算法能有效处理DRqTI问题.

关 键 词:移动对象  范围查询  时间区间  不确定性
收稿时间:2016/5/26 0:00:00
修稿时间:2016/7/7 0:00:00

Distance-Based Range Queries over Uncertain Moving Objects within Time Intervals
CHEN Yi-Fei,WANG Yu-Fang,ZHAO Li-Ling and CHEN Hui.Distance-Based Range Queries over Uncertain Moving Objects within Time Intervals[J].Computer Systems& Applications,2017,26(2):189-194.
Authors:CHEN Yi-Fei  WANG Yu-Fang  ZHAO Li-Ling and CHEN Hui
Affiliation:School of Information and Control, Nanjing University of Information Science and Technology, Nanjing 210044, China,School of Information and Control, Nanjing University of Information Science and Technology, Nanjing 210044, China,School of Information and Control, Nanjing University of Information Science and Technology, Nanjing 210044, China and School of Information and Control, Nanjing University of Information Science and Technology, Nanjing 210044, China
Abstract:Aiming at the scenarios that the query issuers and query sender are uncertain moving objects, a new type of queries named DRqTI (Distance-based Range query within a Time Interval) is defined. The DRqTI searches out the target object in the dataset, which satisfies that the distance to the query issuer does not exceed the threshold value in a given time interval. And query results contain the suitability and valid time intervals which satisfy the condition. Three pruning strategies, namely trajectory-based, time-based and distance-based rules are designed. Furthermore, algorithms that integrate the calculation method of refining and matching degree are developed. On this basis, a query processing algorithm is designed. The experimental analysis shows that distance-based method is the best among three methods and the proposed algorithm can deal with DRqTI problem efficiently.
Keywords:moving objects  range query  time interval  uncertainty
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