Cruise Control for Small Scale Autonomous Vehicle

Abstract


The transport industry has faced significant challenges in recent years, such as the large number of traffic accidents. According to the World Health Organization (WHO), road accidents are one of the main causes of death. It is important to highlight that the majority of traffic accidents are caused by human errors, such as recklessness, alcohol use or driver reaction time. Therefore, there is a need to automate driving to make it more efficient and safe. This study focuses on the automation of longitudinal driving, aiming to control the acceleration of a small-scale vehicle. To achieve the objective, the vehicle's longitudinal model is identified using black box system identification techniques, and a PID controller is designed based on the Ziegler-Nichols methodology. The controller showed good temporal performance, with a settling time of less than 1s and a peak time of 0.3s, despite presenting an overshoot of 17.85%. The results demonstrated that the controller was able to control the vehicle, eliminating the steady-state error and providing excellent response times for the application.
Keywords: Cruise Control, PID, Autonomous Vehicle

References

W. OMS, “Oms.(2023) global status report on road safety 2023,” 2023.

C. N. d. T. CNT, “Painel cnt de consultas dinâmicas de acidentes rodoviários 2023,” 2023.

G. A. Ulsoy, H. Peng, and M. Çakmakci, Automotive Control Systems. New York, NY-USA: Cambridge University Press, 1 ed., 2012.

J. V. C. Duarte and P. H. L. Figueiredo, “Desenvolvimento de arquitetura eletroeletrônica para veículos de pequena escala,” 2022.

F. A. C. Restivo, “Controlador difuso para veículos em platooning,” mestrado em engenharia eletrotécnica e de computadores, Universidade do Porto, Porto, Portugal, 2022.

A. F. Coelho, “Savips - uma infraestrutura veicular autônoma em pequena escala para platoon,” mestrado em ciência da computação, Universidade Federal de Pernambuco, Recife-PE, Brasil, 2023.

K. Ogata, Engenharia de Controle Moderno. São Paulo: Pearson Prentice Hall, 5 ed., 2011.
Published
2024-11-28
ALMEIDA JUNIOR, Acarcio Gomes de; SILVA FILHO, Abel Guilhermino da. Cruise Control for Small Scale Autonomous Vehicle. In: LATIN AMERICAN WORKSHOP ON DEPENDABILITY AND SAFETY IN AUTOMOTIVE SYSTEMS, 1. , 2024, Recife/PE. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2024 . p. 17-20. DOI: https://doi.org/10.5753/ssv.2024.32623.