Improving incident detection effectiveness in vehicular networks: Methodology and evaluation

Chatzigiannakis, V; Grammatikou, M; Papavassiliou, S

dc.contributor.author	Chatzigiannakis, V	en
dc.contributor.author	Grammatikou, M	en
dc.contributor.author	Papavassiliou, S	en
dc.date.accessioned	2014-03-01T02:44:41Z
dc.date.available	2014-03-01T02:44:41Z
dc.date.issued	2007	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/31937
dc.subject	Incident detection	en
dc.subject	Intelligent transportation systems	en
dc.subject	Vehicular networks	en
dc.subject.other	Computer simulation	en
dc.subject.other	Ground vehicles	en
dc.subject.other	Information analysis	en
dc.subject.other	Intelligent systems	en
dc.subject.other	Principal component analysis	en
dc.subject.other	Incident detection	en
dc.subject.other	Intelligent transportation systems	en
dc.subject.other	Probabilistic network	en
dc.subject.other	Vehicular networks	en
dc.subject.other	Telecommunication networks	en
dc.title	Improving incident detection effectiveness in vehicular networks: Methodology and evaluation	en
heal.type	conferenceItem	en
heal.identifier.primary	10.1109/PIMRC.2007.4394032	en
heal.identifier.secondary	4394032	en
heal.identifier.secondary	http://dx.doi.org/10.1109/PIMRC.2007.4394032	en
heal.publicationDate	2007	en
heal.abstract	In this paper a comprehensive and efficient incident detection approach is proposed, that uses probabilistic network and processing methodologies to exploit spatial and temporal correlations and dependencies in vehicular networks. The proposed approach, based on Principal Component Analysis, provides an integrated way of effectively processing and organizing accumulated spatiotemporal information from a variety of different locations, vehicles and sources, and therefore allows for the development of enhanced and efficient transportation systems. The performance and operational effectiveness of our proposed incident detection methodology is achieved via modelling and simulation under various scenarios. © 2007 IEEE.	en
heal.journalName	IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC	en
dc.identifier.doi	10.1109/PIMRC.2007.4394032	en