Autonomous racing with multiple vehicles using a parallelized optimization with safety guarantee using control barrier functions

S He, J Zeng, K Sreenath - 2022 International conference on …, 2022 - ieeexplore.ieee.org
This paper presents a novel planning and control strategy for competing with multiple
vehicles in a car racing scenario. The proposed racing strategy switches between two …

Differential game-based optimal control of autonomous vehicle convoy

HB Jond, J Platoš - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
Group control of connected and autonomous vehicles on automated highways is
challenging for the advanced driver assistance systems (ADAS) and the automated driving …

Effective parametrization of low order Bézier motion primitives for continuous-curvature path-planning applications

S Blažič, G Klančar - Electronics, 2022 - mdpi.com
We propose a new parametrization of motion primitives based on Bézier curves that suits
perfectly path-planning applications (and environment exploration) of wheeled mobile …

Nonlinear Model Predictive Control-based Collision Avoidance for Mobile Robot

OY Ismael, M Almaged, AI Abdulla - Journal of Robotics and …, 2024 - journal.umy.ac.id
This work proposes an efficient and safe single-layer Nonlinear Model Predictive Control
(NMPC) system based on LiDAR to solve the problem of autonomous navigation in cluttered …

Path planning and guidance laws of a formula student driverless car

SDR Santos, JR Azinheira, MA Botto… - World Electric Vehicle …, 2022 - mdpi.com
Autonomous driving has been a topic of great interest in several areas, of which motor
racing is no exception. The aim of this work is the autonomous control of the future Formula …

Nonlinear Model Predictive Control Schemes for Obstacle Avoidance

MA Santos, A Ferramosca, GV Raffo - Journal of Control, Automation and …, 2023 - Springer
This work proposes single-layer nonlinear model predictive control schemes to solve the
autonomous navigation problem while providing obstacle avoidance feature in cluttered …

Path-tracking control at the limits of handling of a prototype over-actuated autonomous vehicle

C Lin, E Siampis, E Velenis - Vehicle System Dynamics, 2024 - Taylor & Francis
Considering the vehicle dynamics at the limits of handling is vital to improve the
performance and safety of autonomous vehicles especially in extreme situations. This paper …

Predictive Path-Tracking Control of an Autonomous Electric Vehicle with Various Multi-Actuation Topologies

C Lin, B Li, E Siampis, S Longo, E Velenis - Sensors, 2024 - mdpi.com
This paper presents the development of path-tracking control strategies for an over-actuated
autonomous electric vehicle. The vehicle platform is equipped with four-wheel steering …

MPC-based energy management strategy for an autonomous hybrid electric vehicle

SA Bonab, A Emadi - IEEE Open Journal of Industry …, 2020 - ieeexplore.ieee.org
Despite the current intense research on each of the subjects of electrification and
autonomous driving, potential advantages as a result of the interaction of these two …

Deep High-Level Policy Model Predictive Contour Control for Autonomous Racing

W Liu, M Zeng, G Chen, A Knoll - 2023 IEEE Intelligent Vehicles …, 2023 - ieeexplore.ieee.org
For autonomous racing vehicles, it is very important to perform fast overtaking maneuvers in
a safe manner. To this aim, we design a high-level policy for model predictive contouring …