Title :
Asynchronous Updating Algorithm for Continuous Moving Objects Queries
Author :
Wang, Xin-ying ; Wang, Sheng-sheng ; Wang, Zheng-Xuan
Author_Institution :
Coll. of Comput. Sci. & Technol., Jilin Univ., Changchun
Abstract :
Continuous queries for moving objects are becoming more and more important due to the increasing number of application domains that deal with moving entities. The asynchronous updating algorithm for continuous queries of moving objects is superior to synchronous updating algorithms in communication cost. By improving Haibo Hu´s rectangle safe region strategy we proposed a new continuous queries algorithm. Circle safe region and dynamic interval are adopted in our algorithm. Theory proof and experiment results show that our algorithm substantially outperforms the traditional periodic monitoring and the rectangle safe region algorithms in terms of monitoring accuracy, communication cost and CPU time. Furthermore, the mobile terminals need not have any computation ability in our algorithm
Keywords :
query processing; spatial reasoning; temporal databases; temporal reasoning; visual databases; asynchronous updating algorithm; circle safe region; continuous moving object database; continuous moving object query; continuous query algorithm; continuous spatial query; mobile terminal; rectangle safe region strategy; spatio-temporal reasoning; synchronous updating algorithm; Computer science; Computer science education; Continuing education; Costs; Cybernetics; Educational institutions; Educational technology; Global Positioning System; Knowledge engineering; Laboratories; Machine learning; Machine learning algorithms; Mobile communication; Mobile computing; Monitoring; Spatial databases; Moving objects database; continuous spatial query; spatio-temporal reasoning;
Conference_Titel :
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location :
Dalian, China
Print_ISBN :
1-4244-0061-9
DOI :
10.1109/ICMLC.2006.258655