6533b82dfe1ef96bd1290b8d

RESEARCH PRODUCT

Control points deployment in an Intelligent Transportation System for monitoring inter-urban network roadway

Ado Adamou Abba AriAdo Adamou Abba AriKolyangArouna Ndam NjoyaMartin Luther MfenjouMartin Luther MfenjouFrançois SpiesWahabou AbdouDavid Jaures Fotsa Mbogne

subject

Intelligent Transportation SystemGeneral Computer ScienceOperations researchComputer scienceControl (management)Transport network020206 networking & telecommunicationsContext (language use)QA75.5-76.9502 engineering and technologyRoadway network modelingControl points deploymentMulti-objective optimizationTraffic modelinglaw.inventionMulti-objective optimizationSoftware deploymentRelaylawElectronic computers. Computer scienceGenetic algorithm0202 electrical engineering electronic engineering information engineering020201 artificial intelligence & image processingIntelligent transportation system

description

Abstract The constant evolution of transportation systems and traffic in developing countries is nowadays confronted with a problem of road safety and therefore of a high accident rate, especially in the context of inter-urban road transport. In this work, we propose a communication architecture for an Intelligent Transport System (ITS) to provide surveillance in an inter-urban transport network in the context of developing countries. We introduce two types of control points: Relay Control Points (RCP) and Treatment Control Points (TrCP). We also designed two multi-objective models for the deployment of these points. In order to ensure good coverage, to minimize the cost of installation and to put more emphasis in the areas having a high number of accidents. To ensure optimal deployment of these points, we have used the Non-Dominated Sorted Genetic Algorithm II (NSGA-II) that will allow to realize the Pareto front of non-dominated solutions. The results of the simulations show the effectiveness of our proposal.

yearjournalcountryeditionlanguage
2022-02-01Journal of King Saud University - Computer and Information Sciences
https://doi.org/10.1016/j.jksuci.2019.10.005