Longitudinal research on autonomous vehicles incorporating BP neural networks and PID control models
Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering
Published online on November 20, 2025
Abstract
Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Ahead of Print.
Addressing the limitations of existing dual PID longitudinal controllers for autonomous vehicles in terms of adaptability, this study innovatively proposes a new composite control model based on a BP neural network position PID and speed PID. First, a ...
Addressing the limitations of existing dual PID longitudinal controllers for autonomous vehicles in terms of adaptability, this study innovatively proposes a new composite control model based on a BP neural network position PID and speed PID. First, a ...