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Energy-Efficient Monitoring of Mobile Objects with Uncertainty-Aware Tolerances

title Energy-Efficient Monitoring of Mobile Objects with Uncertainty-Aware Tolerances
creator Farrell, Tobias
Cheng, Reynold
Rothermel, Kurt
date 2007-09
language eng
identifier  http://www.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=INPROC-2007-35&engl=1
ISBN: 0-7695-2947-X
ISBN: DOI: 10.1109/IDEAS.2007.4318097
description In location-based services, continuous queries are often employed to monitor the locations of mobile ob-jects that are determined by sensing devices like GPS receivers. Due to limited battery resources, it is impor-tant for these objects to acquire and report location data only if necessary. We study how these energy-consuming operations can be reduced with a con-trolled impact on query accuracy of continuous range queries (CRQs). Specifically, we develop uncertainty-aware tolerances, which are user-defined error bounds that provide correctness guarantees, with considera-tion of different sources of data uncertainty: sensing uncertainty, sampling uncertainty, and communication delay. Novel algorithms are developed to control carefully when an object should acquire and update a location, while satisfying these tolerances. Extensive simulations validate the effectiveness of our methods.
publisher University of Stuttgart : Collaborative Research Center SFB 627 (Nexus: World Models for Mobile Context-Based Systems)
IEEE Computer Society
type Text
Article in Proceedings
source In: Desai, Bipin C. (ed.); Barker, Ken (ed.): Proceedings of the 11th International Database Engineering and Applications Symposium (IDEAS 2007); Banff, Canada, September 6-8, 2007, pp. 129-140
contributor Institut für Parallele und Verteilte Systeme, Verteilte Systeme
subject Computer-Communication Networks (CR C.2)