Autonomy in unknown terrain requires the creation of accurate environment maps from multimodal sensor data for self-localization. Based on these, adaptive mission and task planning is possible.
In order to execute these plans in the most targeted way possible, adequate optimization algorithms can increase the performance in many places or even optimize the movements of the robot systems via optimal control.
- Computational Engineering
- Dynamics modeling and simulation
- Model-based optimization and control
