Dynamic Camera Planning for Robot-Integrated Manufacturing Processes Using a UAV
The optimal viewpoint for monitoring robotic production processes is crucial for maintenance, inspection, and error handling, especially in large-scale production facilities, as it maximizes visual information. This paper presents a method for dynamic camera planning using an Unmanned Aerial Vehicle (UAV), enabling collision-free operation and measurable, high perspective coverage for a user-defined Region of Interest (ROI). Therefore, optimal viewpoints are searched with a greedy search algorithm and a decision for the optimal viewpoint is derived. The method is implemented within a simulation framework in Unity and evaluated in a robotic palletizing application. Results show that the use of a UAV as dynamic camera achieves up to twice the perspective coverage during continuous flight compared to the current capabilities of static cameras.
Authors
- Bernd Kuhlenkötter (ORCID: https://orcid.org/0000-0002-5015-7490)
- Marius Boshoff (ORCID: https://orcid.org/0000-0003-2055-488X)
- Paul Koslowski
Institutions
- Ruhr University Bochum (DE)
Publication Details
- Journal
- Robotics
- Published
- 2025-02-21
- DOI
- https://doi.org/10.3390/robotics14030023
- Primary Topic
- Manufacturing Process and Optimization
- Type
- article
- Field-Weighted Citation Impact
- 0.00