Intelligent Advisory Speed Limit Dedication in Highway Using VANET

Author:

Jalooli Ali1ORCID,Shaghaghi Erfan1ORCID,Jabbarpour Mohammad Reza1ORCID,Md Noor Rafidah1,Yeo Hwasoo2,Jung Jason J.3

Affiliation:

1. Department of Computer System and Technology, University of Malaya, 50603 Kuala Lumpur, Malaysia

2. Department of Civil and Environmental Engineering, Korea Advanced Institute of Science and Technology, Daejeon 305701, Republic of Korea

3. Department of Computer Engineering, Yeungnam University, Gyeongsan 712749, Republic of Korea

Abstract

Variable speed limits (VSLs) as a mean for enhancing road traffic safety are studied for decades to modify the speed limit based on the prevailing road circumstances. In this study the pros and cons of VSL systems and their effects on traffic controlling efficiency are summarized. Despite the potential effectiveness of utilizing VSLs, we have witnessed that the effectiveness of this system is impacted by factors such as VSL control strategy used and the level of driver compliance. Hence, the proposed approach called Intelligent Advisory Speed Limit Dedication (IASLD) as the novel VSL control strategy which considers the driver compliance aims to improve the traffic flow and occupancy of vehicles in addition to amelioration of vehicle’s travel times. The IASLD provides the advisory speed limit for each vehicle exclusively based on the vehicle’s characteristics including the vehicle type, size, and safety capabilities as well as traffic and weather conditions. The proposed approach takes advantage of vehicular ad hoc network (VANET) to accelerate its performance, in the way that simulation results demonstrate the reduction of incident detection time up to 31.2% in comparison with traditional VSL strategy. The simulation results similarly indicate the improvement of traffic flow efficiency, occupancy, and travel time in different conditions.

Funder

Ministry of Education, Malaysia

Publisher

Hindawi Limited

Subject

General Environmental Science,General Biochemistry, Genetics and Molecular Biology,General Medicine

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1. A Comprehensive Survey on Software as a Service (SaaS) Transformation for the Automotive Systems;IEEE Access;2023

2. Comforting and Safer Highway Overtaking for Lane Change Based on Vehicles Speed Advisory;2022 22nd International Conference on Computational Science and Its Applications (ICCSA);2022-07

3. Vehicles Speed Advisory: New Technique for Safer Highways' Overtaking;2022 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA);2022-06-09

4. Vehicle Classification in Intelligent Transport Systems: An Overview, Methods and Software Perspective;IEEE Open Journal of Intelligent Transportation Systems;2021

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