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Authors: I. Ashour ; M. Zorkany and M. Shiple

Affiliation: National Telecomminication Institute (NTI), Egypt

Keyword(s): Intelligent Transportation System (ITS), Arrival Time Prediction, Neural Network, Android Application.

Abstract: This paper proposes an effective method of transportation management system. This proposed system is designed to interconnect public transport vehicles and bus stations to “Central Room” to monitor the vehicles & traffic status. Based on the collected data and via analyzing road condition, estimated arrival times are computed and transmitted to all relevant stations. The main structure of proposed system consists of Bus unit, station unit and main control centre with servers. Bus and station unit can be hardware unit or mobile android unit. Monitoring Busses based on GPS and GPRS applications. The data transferred between Bus units, station units and the main servers are managed via GPRS/UMTS link. At the server (Central Room) and based on the collected data from buses and via analyzing road condition, accurate arrival times will be computed (Via Neural network (NN) / Kalman Filter (KF)) and transmitted to all relevant stations. In this paper, we proposed a modified technique to pred ict bus arrival time depending on the two algorithms (NN & KF) simultaneously to take advantage of historical data (NN) with current data (KF). Achieving these main features will cause major improvements in public transport convenience and safety. Field tests were performed under real traffic situations in order to test the system. (More)

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Paper citation in several formats:
Ashour, I.; Zorkany, M. and Shiple, M. (2015). Design and Implementation of Transportation Management System. In Proceedings of the 1st International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS; ISBN 978-989-758-109-0; ISSN 2184-495X, SciTePress, pages 11-18. DOI: 10.5220/0005430200110018

@conference{vehits15,
author={I. Ashour. and M. Zorkany. and M. Shiple.},
title={Design and Implementation of Transportation Management System},
booktitle={Proceedings of the 1st International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS},
year={2015},
pages={11-18},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005430200110018},
isbn={978-989-758-109-0},
issn={2184-495X},
}

TY - CONF

JO - Proceedings of the 1st International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS
TI - Design and Implementation of Transportation Management System
SN - 978-989-758-109-0
IS - 2184-495X
AU - Ashour, I.
AU - Zorkany, M.
AU - Shiple, M.
PY - 2015
SP - 11
EP - 18
DO - 10.5220/0005430200110018
PB - SciTePress

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