• Electronics Optics & Control
  • Vol. 30, Issue 8, 26 (2023)
MA Xiaoyu, ZANG Shaofei, MA Jianwei, and ZHANG Miao
Author Affiliations
  • [in Chinese]
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    DOI: 10.3969/j.issn.1671-637x.2023.08.005 Cite this Article
    MA Xiaoyu, ZANG Shaofei, MA Jianwei, ZHANG Miao. Multi-destination Path Planning Based on Ant Colony Decision-Making and Receding Control[J]. Electronics Optics & Control, 2023, 30(8): 26 Copy Citation Text show less

    Abstract

    In wartime,the multi-destination material transportation task of Unmanned Aerial Vehicle (UAV) has the problems of difficulty in determining the destination and high real-time requirements for path planning due to its complex environment and changeable material requirements.In order to solve the problems,a multi-destination path planning method based on ant colony decision-making and receding control is proposed.This method establishes a multi-destination decision-making function with the minimum loss as the objective through the optimization mechanism of ant colony algorithm.In addition,the Receding Horizon Control with extended Solution (RHC_eS) is adopted to carry out the multi-destination path planning by adopting the strategy of decision-making while moving at the same time.Finally,in order to verify the effectiveness of the method,experiments are carried out in a multi-destination environment with obstacles.The results show that compared with other methods,the proposed method has the advantages of shorter path and less loss.
    MA Xiaoyu, ZANG Shaofei, MA Jianwei, ZHANG Miao. Multi-destination Path Planning Based on Ant Colony Decision-Making and Receding Control[J]. Electronics Optics & Control, 2023, 30(8): 26
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