Zabian, Arwa (2014) Mobile User Motion Detection and Traffic Road Management. British Journal of Applied Science & Technology, 4 (28). pp. 4035-4051. ISSN 22310843
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Abstract
The vision of next generation networks is to offer a real time services such that traffic situation on the major or minor roads. While 3G networks are based on wide area cell concept, 4G will be a hybrid network that use wide area network with Ad-hoc network. In this paper we propose two algorithms, the first algorithm describes how information is disseminate in our system Virtual Explore (VE). VE is a motion detection system that able to predict the mobile user destination. The second algorithm is α-path prediction algorithm that predicts the destination of mobile user based on his previous movements, we expect that our proposed system will reduce the traffic rate between (40-50%) in the case of accidents or in the congested locations. Our analytical results show that the prediction accuracy in our work will vary from 20-40% if we maintains a prediction correctness in the range 40-50%. Considering our goal the prediction accuracy is considered a good results in comparison with other works in the same context.
Item Type: | Article |
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Subjects: | Academics Guard > Multidisciplinary |
Depositing User: | Unnamed user with email support@academicsguard.com |
Date Deposited: | 13 Jul 2023 04:42 |
Last Modified: | 17 Jun 2024 07:28 |
URI: | http://science.oadigitallibraries.com/id/eprint/1170 |