Survey on scenario-based safety assessment of automated vehicles

S Riedmaier, T Ponn, D Ludwig, B Schick… - IEEE …, 2020 - ieeexplore.ieee.org
When will automated vehicles come onto the market? This question has puzzled the
automotive industry and society for years. The technology and its implementation have …

Human motion trajectory prediction: A survey

A Rudenko, L Palmieri, M Herman… - … Journal of Robotics …, 2020 - journals.sagepub.com
With growing numbers of intelligent autonomous systems in human environments, the ability
of such systems to perceive, understand, and anticipate human behavior becomes …

An ethical trajectory planning algorithm for autonomous vehicles

M Geisslinger, F Poszler, M Lienkamp - Nature Machine Intelligence, 2023 - nature.com
With the rise of artificial intelligence and automation, moral decisions that were formerly the
preserve of humans are being put into the hands of algorithms. In autonomous driving, a …

[PDF][PDF] An introduction to CORA 2015

M Althoff - Proc. of the workshop on applied verification for …, 2015 - mediatum.ub.tum.de
The philosophy, architecture, and capabilities of the COntinuous Reachability Analyzer
(CORA) are presented. CORA is a toolbox that integrates various vector and matrix set …

Online verification of automated road vehicles using reachability analysis

M Althoff, JM Dolan - IEEE Transactions on Robotics, 2014 - ieeexplore.ieee.org
An approach for formally verifying the safety of automated vehicles is proposed. Due to the
uniqueness of each traffic situation, we verify safety online, ie, during the operation of the …

Generating critical test scenarios for automated vehicles with evolutionary algorithms

M Klischat, M Althoff - 2019 IEEE Intelligent Vehicles …, 2019 - ieeexplore.ieee.org
Virtual testing of automated vehicles using simulations is essential during their development.
When it comes to the testing of motion planning algorithms, one is mainly interested in …

Scenario understanding and motion prediction for autonomous vehicles—review and comparison

P Karle, M Geisslinger, J Betz… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Scenario understanding and motion prediction are essential components for completely
replacing human drivers and for enabling highly and fully automated driving (SAE-Level …

Pedestrian models for autonomous driving part ii: high-level models of human behavior

F Camara, N Bellotto, S Cosar, F Weber… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Autonomous vehicles (AVs) must share space with pedestrians, both in carriageway cases
such as cars at pedestrian crossings and off-carriageway cases such as delivery vehicles …

Cooperative collision avoidance at intersections: Algorithms and experiments

MR Hafner, D Cunningham, L Caminiti… - IEEE Transactions …, 2013 - ieeexplore.ieee.org
In this paper, we leverage vehicle-to-vehicle (V2V) communication technology to implement
computationally efficient decentralized algorithms for two-vehicle cooperative collision …

Collision avoidance: A literature review on threat-assessment techniques

J Dahl, GR de Campos, C Olsson… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
For the last few decades, a lot of attention has been given to intelligent vehicle systems, and
in particular to automated safety and collision avoidance solutions. In this paper, we present …