Leida xuebao (Jun 2023)

UAV Path Planning Strategy Based on Threat Avoidance in Multiple Extended Target Tracking Optimization

  • Hui CHEN,
  • Fengqi WEI,
  • Chongzhao HAN

DOI
https://doi.org/10.12000/JR22116
Journal volume & issue
Vol. 12, no. 3
pp. 529 – 540

Abstract

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To reduce the probability of UAV (Unmanned Aerial Vehicle) being destroyed during a reconnaissance mission, this study proposes an effective path planning algorithm to reduce the target threat. First, high-resolution airborne radar is used for robust tracking and estimation of multiple extended targets. Subsequently, the targets are classified based on the threat degree calculated via fuzzy TOPSIS (Technique for Order Preference by Similarity to an Ideal Solution). Next, path planning of a UAV is performed considering joint optimization of multiple task decision-making (the joint evaluation of the target threat degree and target tracking performance) as an evaluation criterion. The simulation results indicate that the fuzzy threat assessment method is effective in multiple extended target tracking, and the proposed UAV path planning algorithm is reasonable. Thus the target threat is efficiently reduced without losing the tracking accuracy.

Keywords