Autonomous vehicles on the edge: A survey on autonomous vehicle racing

J Betz, H Zheng, A Liniger, U Rosolia… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
The rising popularity of self-driving cars has led to the emergence of a new research field in
recent years: Autonomous racing. Researchers are developing software and hardware for …

Tum autonomous motorsport: An autonomous racing software for the indy autonomous challenge

J Betz, T Betz, F Fent, M Geisslinger… - Journal of Field …, 2023 - Wiley Online Library
For decades, motorsport has been an incubator for innovations in the automotive sector and
brought forth systems, like, disk brakes or rearview mirrors. Autonomous racing series such …

Stochastic model predictive control with a safety guarantee for automated driving

T Brüdigam, M Olbrich, D Wollherr… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Automated vehicles require efficient and safe planning to maneuver in uncertain
environments. Largely this uncertainty is caused by other traffic participants, eg, surrounding …

A tube-MPC approach to autonomous multi-vehicle racing on high-speed ovals

A Wischnewski, T Herrmann, F Werner… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Autonomous vehicle racing has emerged as vibrant, innovative technology development,
demonstration platform in recent years. Universities, companies demonstrate their …

Indy autonomous challenge-autonomous race cars at the handling limits

A Wischnewski, M Geisslinger, J Betz, T Betz… - … 2021: chassis. tech plus, 2022 - Springer
Motorsport has always been an enabler for technological advancement, and the same
applies to the autonomous driving industry. The team TUM Autonomous Motorsports will …

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 …

Motion planning and control for multi vehicle autonomous racing at high speeds

A Raji, A Liniger, A Giove, A Toschi… - 2022 IEEE 25th …, 2022 - ieeexplore.ieee.org
This paper presents a multi-layer motion planning and control architecture for autonomous
racing, capable of avoiding static obstacles, performing active overtakes, and reaching …

Learn-to-race: A multimodal control environment for autonomous racing

J Herman, J Francis, S Ganju, B Chen… - proceedings of the …, 2021 - openaccess.thecvf.com
Existing research on autonomous driving primarily focuses on urban driving, which is
insufficient for characterising the complex driving behaviour underlying high-speed racing …

Real-time adaptive velocity optimization for autonomous electric cars at the limits of handling

T Herrmann, A Wischnewski… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
With the evolution of self-driving cars, autonomous racing series like Roborace and the Indy
Autonomous Challenge are rapidly attracting growing attention. Researchers participating in …

Gaussian process-based stochastic model predictive control for overtaking in autonomous racing

T Brüdigam, A Capone, S Hirche, D Wollherr… - arXiv preprint arXiv …, 2021 - arxiv.org
A fundamental aspect of racing is overtaking other race cars. Whereas previous research on
autonomous racing has majorly focused on lap-time optimization, here, we propose a …