Electronics Optics & Control, Volume. 30, Issue 8, 26(2023)
Multi-destination Path Planning Based on Ant Colony Decision-Making and Receding Control
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.
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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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Received: Jul. 3, 2022
Accepted: --
Published Online: Jan. 17, 2024
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