학술논문

Cost and imprecision in modeling the position of moving objects
Document Type
Conference
Source
Proceedings 14th International Conference on Data Engineering Data engineering Data Engineering, 1998. Proceedings., 14th International Conference on. :588-596 1998
Subject
Computing and Processing
Communication, Networking and Broadcast Technologies
Information retrieval
Laboratories
Database systems
Frequency
Cost function
Helicopters
Distributed databases
Engineering management
Wireless communication
Decision making
Language
ISSN
1063-6382
Abstract
Consider a database that represents the location of moving objects, such as taxi-cabs (typical query: "retrieve the cabs that are currently within 1 mile of 33 Michigan Ave., Chicago"), or objects in a battle-field. Existing database management systems (DBMSs) are not well equipped to handle continuously changing data, such as the position of moving objects, since data is assumed to be constant unless it is explicitly modified. In this paper, we address position-update policies and imprecision. Assuming that the actual position of a moving object m deviates from the position computed by the DBMS, when should m update its position in the database in order to eliminate the deviation? Furthermore, how can the DBMS provide a bound on the error (i.e. the deviation) when it replies to a query, such as: "what is the current position of m?" We propose a cost-based approach to update policies that answers both questions. We develop several update policies and analyze them theoretically and experimentally.