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Altitude Measurement-Based Optimization of the Landing Process of UAVs
Dariusz Horla1, Wojciech Giernacki1, Jacek Cieślak1,2
1Poznan University of Technology, Faculty of Automatic Control, Robotics and Electrical Engineering, Institute of Robotics and Machine Intelligence, ul. Piotrowo 3a, 60-965 Poznan, Poland.
This study optimizes unmanned aerial vehicle altitude control for precise landings. The novel approach achieves minimum-time, minimum-energy, and velocity-penalized flight scenarios, validated through extensive experiments.
Area of Science:
- Robotics
- Control Systems Engineering
- Aerospace Engineering
Background:
- Unmanned aerial vehicles (UAVs) require precise altitude control for complex tasks like landing.
- Existing control strategies may not optimally address multiple performance objectives simultaneously.
- The Mohamed Bin Zayed International Robotics Challenge (MBZIRC 2020) highlights the need for advanced UAV landing capabilities.
Purpose of the Study:
- To develop and validate an optimal loop shaping strategy for UAV altitude control.
- To address specific landing scenarios: minimum-time, minimum-energy, and velocity-penalized.
- To introduce a novel method for generating reference altitude trajectories.
Main Methods:
- Application of loop shaping techniques to UAV altitude control.
- Development of a novel reference altitude trajectory generation method.
- Optimization of control loops based on minimum-time, minimum-energy, and velocity-penalized performance indices.
- Experimental validation using Simulink Support Package for Parrot Minidrones and OptiTrack motion capture system.
Main Results:
- The proposed control strategy achieved optimal performance across the defined indices.
- Minimal values were obtained for time, energy consumption, and velocity-related penalties.
- Experimental results demonstrated the effectiveness of the novel trajectory generation and control approach.
- Successful implementation and testing in preparation for MBZIRC 2020.
Conclusions:
- The presented loop shaping approach provides an effective solution for optimal UAV altitude control during landing.
- The novel trajectory generation method enhances tracking performance in optimized control loops.
- The validated approach is suitable for demanding robotic challenges requiring precise UAV maneuvers.
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