Survey on cooperative perception in an automotive context

A Caillot, S Ouerghi, P Vasseur… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The idea of cooperation has been introduced to self-driving cars about a decade ago with
the aim to reduce the occlusion caused by other users or the scene. More recently, the …

A conceptual safety supervisor definition and evaluation framework for autonomous systems

P Feth, D Schneider, R Adler - … 2017, Trento, Italy, September 13-15, 2017 …, 2017 - Springer
The verification and validation (V&V) of autonomous systems is a complex and difficult task,
especially when artificial intelligence is used to achieve autonomy. However, without proper …

[HTML][HTML] Traversable Region Detection and Tracking for a Sparse 3D Laser Scanner for Off-Road Environments Using Range Images

J An - Sensors, 2023 - mdpi.com
This study proposes a method for detecting and tracking traversable regions in off-road
conditions for unmanned ground vehicles (UGVs). Off-road conditions, such as rough terrain …

A Bayesian Occupancy Grid Mapping method for the control of passive sonar robotics surveillance networks

G Ferri, A Tesei, P Stinco… - OCEANS 2019 …, 2019 - ieeexplore.ieee.org
We address the problem of building the perception layer for controlling a network of
autonomous, sensorised robots in an underwater surveillance application. To this purpose …

Dynamic risk assessment for vehicles of higher automation levels by deep learning

P Feth, MN Akram, R Schuster… - … Safety, Reliability, and …, 2018 - Springer
Vehicles of higher automation levels require the creation of situation awareness. One
important aspect of this situation awareness is an understanding of the current risk of a …

β-SLAM: Simultaneous localization and grid mapping with beta distributions

J Clemens, T Kluth, T Reineking - Information Fusion, 2019 - Elsevier
Simultaneous localization and mapping (SLAM) is one of the most frequently studied
problems in mobile robotics. Different map representations have been proposed in the past …

Occupancy grid fusion prototyping using automotive virtual validation environment

P Markiewicz, K Kogut, M Róźewicz, P Skruch… - Proceedings of the 6th …, 2018 - dl.acm.org
This paper walks through the occupancy grid fusion algorithm prototyping process. The
implementation consists of core fusion algorithms using probability derived from inverse …

Traffic Analysis in V2X Application-Level Gateways

S Szancer - 2024 - reposit.haw-hamburg.de
Future cars will communicate with a variety of entities ranging from other vehicles and
infrastructure, such as traffic lights, to Internet-based services running on remote servers …

Efficient grid map data structures for autonomous driving in large-scale environments

C Wellhausen, J Clemens… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
In this paper, we investigate data structures for grid mapping in autonomous driving. While
the traversed environment can be virtually infinitely large, one is mainly interested in the …

Developing occupancy grid with automotive simulation environment

P Markiewicz, J Porębski - Applied Sciences, 2020 - mdpi.com
This study presents the process employed in prototyping and early evaluation of automotive
perception algorithms. The data generation was performed using an automotive virtual …