3-Dimensional UAV Path Optimization Based on Battery Usage Prediction Model

doi:10.5139/JKSAS.2021.49.12.989

3-Dimensional UAV Path Optimization Based on Battery Usage Prediction Model

2021-12-31

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DOI：10.5139/JKSAS.2021.49.12.989

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In the case of an unmanned aerial vehicle using a battery as a power source, there are restrictions in performing the mission because the battery capacity is limited. To extend the mission capability, it is important to minimize battery usage while the flight to the mission area. In addition, by using the battery usage prediction model, the possibility of mission completeness can be determined and it can be a criterion for selecting an emergent landing point in the mission planning stage. In this paper, we propose a battery usage prediction model considering as one of the environmental factors in the three-dimensional space. The required power is calculated according to the flight geometry of an unmanned aerial vehicle. True battery usage which is predicted from the required power is verified through the comparison with the battery usage prediction model. The optimal flight trajectory that minimizes battery usage is produced and compared with the shortest travel distance.

Keyword:

Battery Usage Prediction

3D Path Planning

Optimization

3-Dimensional UAV Path Optimization Based on Battery Usage Prediction Model

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