NDLI: Prioritizing travel time reports in peer-to-peer traffic dissemination

Content Provider	IEEE Xplore Digital Library
Author	Szczurek, P. Bo Xu Wolfson, O. Jie Lin Rishe, N.
Copyright Year	2010
Description	Author affiliation: University of Illinois at Chicago, Department of Computer Science, U.S.A. (Szczurek, P.; Bo Xu; Wolfson, O.) \|\| University of Illinois at Chicago, Department of Civil and Materials Engineering, U.S.A. (Jie Lin) \|\| Florida International University, School of Computing and Information Sciences, Miami, U.S.A. (Rishe, N.)
Abstract	Vehicular ad-hoc networks (VANETs) is a promising approach to the dissemination of spatio-temporal information such as the current traffic condition of a road segment or the availability of a parking space. Due to the constraint of the communication bandwidth, only a limited number of information items may be transmitted upon a vehicle-to-vehicle communication opportunity. Ranking becomes critical in this situation, by enabling the most important information to be transmitted under the bandwidth constraint. In this paper we propose a method for online learning of spatio-temporal information ranking for a travel time dissemination application within a VANET. In this method, vehicles judge the relevance of incoming information items and use them as training examples for Naive Bayesian learning. Additionally, a separate machine learning algorithm is used to estimate the probability of a duplicate item being transmitted. The method is used in place of commonly used heuristics, and is shown to be superior in the application of travel time dissemination.
Starting Page	454
Ending Page	458
File Size	555400
Page Count	5
File Format	PDF
ISBN	9781424488582
e-ISBN	9781861353696
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-07-21
Publisher Place	United Kingdom
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Machine learning algorithms Databases Roads Time dissemination data prioritization dissemination Machine learning VANET Ad hoc networks machine learning Vehicles
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Prioritizing Travel Time Reports in Peer-to-Peer Traffic Dissemination

Machine learning approach to report prioritization with an application to travel time dissemination

Data dissemination in urban Vehicular Ad hoc Networks with diverse traffic conditions

An Energy Efficient Data Dissemination and Information Retrieval Scheme for VANET

TIaaS: Secure Cloud-assisted Traffic Information Dissemination in Vehicular Ad Hoc Networks

Traffic monitoring and incident detection through VANETs

Information-centric opportunistic data dissemination in Vehicular Ad Hoc Networks

QoS-Oriented Data Dissemination in VANETs

iDANS: A platform for disseminating information on a VANET consisting of smartphone nodes

Prioritizing travel time reports in peer-to-peer traffic dissemination

Similar Documents

Prioritizing Travel Time Reports in Peer-to-Peer Traffic Dissemination

Machine learning approach to report prioritization with an application to travel time dissemination

Data dissemination in urban Vehicular Ad hoc Networks with diverse traffic conditions

An Energy Efficient Data Dissemination and Information Retrieval Scheme for VANET

TIaaS: Secure Cloud-assisted Traffic Information Dissemination in Vehicular Ad Hoc Networks

Traffic monitoring and incident detection through VANETs

Information-centric opportunistic data dissemination in Vehicular Ad Hoc Networks

QoS-Oriented Data Dissemination in VANETs

iDANS: A platform for disseminating information on a VANET consisting of smartphone nodes

Prioritizing travel time reports in peer-to-peer traffic dissemination