Title :
A Context-Aware Application Infrastructure with Reasoning Mechanism Based on Dempster-Shafer Evidence Theory
Author :
Liu Peizhi ; Zhang Jian
Author_Institution :
Key Lab. of Universal Wireless Commun., Beijing
Abstract :
This paper proposes a context-aware application infrastructure for the easy creation and flexible deployment of the context-aware application. In this infrastructure we introduce the concept of plane to manage the sensors and handle the environment information. Corresponding to the operations in this infrastructure we design a layered structure for the context information and define three kinds of working procedures. In addition, we apply the Demspter-Shafer evidence theory (DSET) to the reasoning mechanism of this infrastructure. Specially, based on combination rule of DSET, we construct the inferencer which is the core component for this infrastructure. In the end, we design an application scenario to demonstrate the operation of the inferencer.
Keywords :
inference mechanisms; mobile computing; wireless sensor networks; Dempster-Shafer evidence theory; communication environment; context-aware application infrastructure; context-aware computing; reasoning; sensors; Bayesian methods; Communications technology; Computer vision; Context awareness; Context-aware services; Environmental management; Logic; Middleware; Prototypes; Wireless communication;
Conference_Titel :
Vehicular Technology Conference, 2008. VTC Spring 2008. IEEE
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-1644-8
Electronic_ISBN :
1550-2252
DOI :
10.1109/VETECS.2008.618