Cart (Loading....) | Create Account
Close category search window

Applying behavior recognition in road detection using vehicle sensor networks

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

3 Author(s)
Yuanyuan Zeng ; Sch. of Electron. Inf., Wuhan Univ., Wuhan, China ; Kai Xiang ; Deshi Li

Transportation related environment and social problems become very imminent with rapid urban growth. Road detection aims to detect road anomalous events that endanger vehicle driving. Road detection using Vehicle Sensor Networks (VSNs) is a new method with many advantages, as vehicles become more and more popular nowadays. Data collected by vehicle sensor network is related with vehicle behaviors such as trajectories and driving models, etc. In this paper, we propose a scheme to apply Behavior Recognition in Road Detection (BRRD) by using VSNs on road. A dynamic Bayesian network model is used to infer the road events according to vehicle behaviors recognized by sensing data. Based on it, we propose group detection by utilizing collaborative filtering to improve detection performance. Our experiments on testbed of 3 remote controllable vehicles simulate transportation and few road condition scenarios. The results show that our solution provides effective detection with more than 91% accuracy, minor false positive and false negative.

Published in:

Computing, Networking and Communications (ICNC), 2012 International Conference on

Date of Conference:

Jan. 30 2012-Feb. 2 2012

Need Help?

IEEE Advancing Technology for Humanity About IEEE Xplore | Contact | Help | Terms of Use | Nondiscrimination Policy | Site Map | Privacy & Opting Out of Cookies

A not-for-profit organization, IEEE is the world's largest professional association for the advancement of technology.
© Copyright 2014 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions.