Testing, validation, and verification of robotic and autonomous systems: a systematic review

H Araujo, MR Mousavi, M Varshosaz - ACM Transactions on Software …, 2023 - dl.acm.org
We perform a systematic literature review on testing, validation, and verification of robotic
and autonomous systems (RAS). The scope of this review covers peer-reviewed research …

Overview of tools supporting planning for automated driving

K Tong, Z Ajanovic, G Stettinger - 2020 IEEE 23rd International …, 2020 - ieeexplore.ieee.org
Planning is an essential topic in the realm of automated driving. Besides planning
algorithms that are widely covered in the literature, planning requires different software tools …

[PDF][PDF] Coupling SUMO with a motion planning framework for automated vehicles

M Klischat, O Dragoi, M Eissa… - SUMO User …, 2019 - mediatum.ub.tum.de
Testing motion planning algorithms for automated vehicles in realistic simulation
environments accelerates their development compared to performing real-world test drives …

Human-like decision-making for automated driving in highways

DS González, M Garzón, JS Dibangoye… - 2019 IEEE intelligent …, 2019 - ieeexplore.ieee.org
In this work, we present a decision-making system for automated vehicles driving in highway
environments. The task is modeled as a Partially Observable Markov Decision Process, in …

Game theoretic decision making for autonomous vehicles' merge manoeuvre in high traffic scenarios

M Garzón, A Spalanzani - 2019 IEEE Intelligent Transportation …, 2019 - ieeexplore.ieee.org
This paper presents a game theoretic decision making process for autonomous vehicles. Its
goal is to provide a solution for a very challenging task: the merge manoeuvre in high traffic …

A survey of integrated simulation environments for connected automated vehicles: Requirements, tools, and architecture

VG Stepanyants, AY Romanov - IEEE Intelligent Transportation …, 2023 - ieeexplore.ieee.org
Automated and connected vehicles are emerging in the market. Currently, solutions are
being proposed to use these technologies for cooperative driving, which can significantly …

Decision-Making Model for Dynamic Scenario Vehicles in Autonomous Driving Simulations

Y Li, H Guan, X Jia, C Duan - Applied Sciences, 2023 - mdpi.com
A scenario vehicle in autonomous driving simulations is a dynamic entity that is expected to
perform trustworthy bidirectional interaction tasks with the autonomous vehicle under test …

Roundabout crossing with interval occupancy and virtual instances of road users

S Masi, P Xu, P Bonnifait - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
Although autonomous vehicle technology has evolved significantly in recent years, the
navigation of self-driving vehicles in complex scenarios is still an open issue. One of the …

A universal simulation framework of shipborne inertial sensors based on the ship motion model and robot operating system

Q Jing, H Wang, B Hu, X Liu, Y Yin - Journal of Marine Science and …, 2021 - mdpi.com
A complete virtual test environment is a powerful tool for Autonomous Surface Vessels
(ASVs) research, and the simulation of ship motion and shipborne sensors is one of the …

A curvilinear decision method for two-lane roundabout crossing and its validation under realistic traffic flow

S Masi, P Xu, P Bonnifait - 2020 IEEE intelligent vehicles …, 2020 - ieeexplore.ieee.org
Autonomous vehicles navigation in complex scenarios is still an open issue. One of the
major challenges is the safe navigation of autonomous vehicles on roads open to public …