Querying imprecise data in moving object environments

作者: R. Cheng , D.V. Kalashnikov , S. Prabhakar

DOI: 10.1109/TKDE.2004.46

关键词:

摘要: In moving object environments, it is infeasible for the database tracking movement of objects to store exact locations at all times. Typically, location an known with certainty only time update. The uncertainty in its increases until next this environment, possible queries produce incorrect results based upon old data. However, if degree controlled, then error answers can be reduced. More generally, query augmented probabilistic estimates validity answer. We study execution range and nearest-neighbor queries. imprecision inherent property these applications due data, unlike techniques approximate processing that trade accuracy performance. Algorithms computing are presented a generic model detailed solutions discussed two common models databases. performance through extensive simulations.

参考文章(33)
Talel Abdessalem, José Moreira, Cristina Ribeiro, Movement Query Operations for Spatio-Temporal Databases. BDA. ,(2001)
A. Prasad Sistla, Ouri Wolfson, Sam Chamberlain, Son Dao, Querying the uncertain position of moving objects Lecture Notes in Computer Science. pp. 310- 337 ,(1998) , 10.1007/BFB0053708
Yannis Theodoridis, Christian S. Jensen, Dieter Pfoser, Novel Approaches in Query Processing for Moving Object Trajectories very large data bases. pp. 395- 406 ,(2000)
George Kollios, Dimitrios Gunopulos, Vassilis J. Tsotras, Nearest Neighbor Queries in a Mobile Environment Lecture Notes in Computer Science. pp. 119- 134 ,(1999) , 10.1007/3-540-48344-6_7
Zhexuan Song, Nick Roussopoulos, K-Nearest Neighbor Search for Moving Query Point symposium on large spatial databases. pp. 79- 96 ,(2001) , 10.1007/3-540-47724-1_5
Urs Hengartner, Peter Steenkiste, Protecting Access to People Location Information Lecture Notes in Computer Science. pp. 25- 38 ,(2004) , 10.1007/978-3-540-39881-3_6
Urs Hengartner, Peter Steenkiste, Access control to information in pervasive computing environments hot topics in operating systems. pp. 27- 27 ,(2003)
Ouri Wolfson, A. Prasad Sistla, Sam Chamberlain, Yelena Yesha, Updating and Querying Databases that Track Mobile Units mobile data management. ,vol. 7, pp. 257- 387 ,(1999) , 10.1023/A:1008782710752
Apostolos Papadopoulos, Yannis Manolopoulos, Performance of Nearest Neighbor Queries in R-Trees international conference on database theory. pp. 394- 408 ,(1997) , 10.1007/3-540-62222-5_59
J. Warrior, E. McHenry, K. McGee, They Know Where You Are IEEE Spectrum. ,vol. 40, pp. 20- 25 ,(2003) , 10.1109/MSPEC.2003.1209608