Advanced scene aware navigation for the heavy duty off-road vehicle Unimog

P Wolf, A Vierling, T Ropertz… - IOP Conference Series …, 2020 - iopscience.iop.org
This paper describes a novel approach for scene aware navigation in rough off-road
environments using behavior-based control, graph-like world descriptions, and ontologies to …

Toward a Realistic Simulation for Agricultural Robots

T Dellmann, K Berns - … and Organic Production: Proceedings of the First …, 2021 - Springer
These days, agricultural tasks are getting more and more complex due to the increasing
world population. Much research is going on in the area of mobile agricultural robots that …

Transferring off-road control concepts to watercraft used in flooded areas

D Meckel, H Keen, C Heupel, K Berns - International Commercial Vehicle …, 2022 - Springer
Climate researchers predict that heavy rain and flooding are becoming more frequent due to
global warming. Flooding alters environments by raising the water level, creating new …

Tree-SLAM: Localization and Mapping in Dense Forest Environments for Autonomous Vehicles

C Heupel, P Wolf, K Berns - International Commercial Vehicle Technology …, 2024 - Springer
Automating forestry tasks with intelligent mobile machines requires high-quality localization,
which is impossible in dense forests with conventional methods. Accordingly, this paper …

[PDF][PDF] Towards high-quality road construction: Using autonomous tandem rollers for asphalt compaction optimization

J Husemann, P Wolf, A Vierling, K Berns… - Proceedings of the …, 2020 - researchgate.net
Autonomous road construction offers the possibility to improve the demanding and error-
prone process of road compaction. Compaction results and surface coverage are optimized …

Navigating Off-Roads: Using Deep Neural Networks for Rock Detection in Off-Road Autonomous Driving with Unimog

P Deoli, P Wolf, K Berns - 2023 20th International Conference …, 2023 - ieeexplore.ieee.org
An off-road environment is characterized by multiple objects, often ambiguous in nature. The
challenges associated with autonomous navigation in off-road environments are numerous …

Behavior-based Vehicle and Implement Control with Minimal Communication

E Gassen, K Berns - 2024 4th International Conference on …, 2024 - ieeexplore.ieee.org
This paper proposes an approach and workflow for autonomous control of implements and
vehicles in agriculture. We introduce a control and communication concept for this purpose …

Constructing Digital-Twin Roadways for Testing and Evaluation of Autonomous Roadside Mowing Vehicles

MA Mardikes, JT Evans, EM Brown, NC Sprague… - Authorea …, 2025 - techrxiv.org
In Indiana, roadside mowing operations span over 11,000 miles and are performed by
contracted crews using tractors and hand-held trimmers, exposing workers to significant …

[PDF][PDF] LiDAR-GEiL: LiDAR GPU Exploitation in Lightsimulations.

MP Vogel, M Kunz, E Gassen, K Berns - SIMULTECH, 2023 - researchgate.net
We propose a novel Light Detection And Ranging (LiDAR) simulation method using Unreal
Engine's Niagara particle system. Instead of performing the ray traces sequentially on the …

[PDF][PDF] Thorough Analysis and Reasoning of Environmental Factors on End-to-End Driving in Pedestrian Zones.

QH Jan, AA Khan, K Berns - ICINCO (1), 2023 - researchgate.net
With the development of machine learning techniques and increase in their precision, they
are used in different aspects of autonomous driving. One application is end-to-end driving …