A A systematic literature review of traffic control system implementations

Authors

DOI:

https://doi.org/10.26439/interfases2024.n19.6779

Keywords:

traffic control, methods, algorithms, models, YOLO, implementations

Abstract

Traffic congestion frequently occurs in highly populated cities and can result from poor civil planning or inadequate public transportation. This issue increases traffic accidents, air pollution, fuel loss, and public dissatisfaction. Therefore, implementing traffic control systems that improve traffic flow and reduce travel times becomes essential. This work conducts a systematic literature review to identify the most efficient methods, algorithms, and models for developing traffic control systems. The review identifies three methods and three algorithms that are highly efficient for these systems, highlighting Bayesian filters and convolutional neural networks. It also shows that You Only Look Once (YOLO) is the most efficient image processing model for these implementations.

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Author Biographies

  • Eduardo Rodrigo Wong Leon, Universidad Católica Sedes Sapientiae, Perú

    Estudiante de la Universidad Católica Sedes Sapientiae con una pasión destacada por el desarrollo de software y el análisis de datos. Actualmente, se encuentra inmerso en su formación universitaria, donde explora activamente las tecnologías de vanguardia aplicadas sobre estas disciplinas.

  • Marco Antonio Coral Ygnacio, Universidad Católica Sedes Sapientiae, Perú

    Es candidato a doctor en Ingeniería de Sistemas por la Universidad Nacional Mayor de San Marcos y magíster en Ciencias en Ingeniería de Sistemas y Computación. Es experto en temas de transformación digital en universidades. Ha sido responsable técnico del proyecto Cero Papel en la Universidad Nacional Mayor de San Marcos, donde trabajó con sistemas de gestión documentaria con firma digital, implementación de documentos digitales tales como grados, títulos y otros, integración de sistemas y generación de servicios para la universidad. Ha sido jefe de la Unidad de Tecnología Educativa, jefe de la Unidad de Servidores y Sistemas de Información de la Red Telemática-UNMSM y jefe de la Oficina de Calidad y Acreditación Académica de la FISI-UNMSM, responsable de la acreditación de los programas de posgrado e implementación de la norma ISO 9001:2015. Es investigador en temas de transformación digital con publicaciones enrevistas científicas y evaluador de proyectos de innovación tecnológica para CONCYTEC.

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Published

2024-07-31

Issue

Section

Review papers

How to Cite

A A systematic literature review of traffic control system implementations. (2024). Interfases, 019, 157-178. https://doi.org/10.26439/interfases2024.n19.6779

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