NDLI: Improving situation awareness for intelligent on-board vehicle management system using context middleware

Content Provider	IEEE Xplore Digital Library
Author	Wibisono, W. Zaslavsky, A. Ling, S.
Copyright Year	2009
Description	Author affiliation: Caulfield School of IT, Monash University, 900 Dandenong Rd, Melbourne, Australia, 3145 (Wibisono, W.; Zaslavsky, A.; Ling, S.)
Abstract	The proliferation of intelligent vehicle, sensor and communication technology has led to the emergence of vehicle-to-vehicle (V2V) applications that aim to increase safety and efficiency of driving. The important requirements of these applications are the capabilities to provide unobtrusive support to the driver and the application capability to adapt to changing situations in the environment without having explicit driver intervention. This paper proposes a new approach for context and situation reasoning in V2V environment. We model context and situations based on Context Spaces and integrate the model with Dempster-Shafer rule of combination for situation reasoning. We also incorporate reliability of each information source in the fusion mechanism based on discount rule. We apply this approach to a context middleware framework that aims to facilitate context and situation reasoning to provide reliable support for cooperative applications in V2V environment and discuss the implementation and experimentation issues of the prototype
Starting Page	1109
Ending Page	1114
File Size	1025529
Page Count	6
File Format	PDF
ISBN	9781424435036
ISSN	19310587
DOI	10.1109/IVS.2009.5164437
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-06-03
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Intelligent vehicles Context awareness Middleware Context modeling Vehicle safety Environmental management Intelligent sensors Vehicle driving Communications technology Uncertainty
Content Type	Text
Resource Type	Article

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