Multi-Time-Stage Collaborative Task Assignment for Heterogeneous UAVs Using CBBA

Wenfei Wang, L. Ru, M. Lv, B. Lu
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Abstract

Aiming at the cooperative task assignment problem of heterogeneous multiple UAVs in different time stages of cooperative operation, firstly, the cooperative multitask assignment model was established by comprehensively considering the extension of constraint conditions. Secondly, considering the heterogeneous cooperative matching execution relationship of multiple UAVs in different stages of various tasks, the consensus-based bundle algorithm (CBBA) was extended. A multistage cooperative task assignment algorithm for heterogeneous multi-UAVs (heterogeneity - synergy consensus-based bundle algorithm, HS-CBBA) was proposed to realize the constraint relationship that different target tasks are coordinated executed by various heterogeneous UAVs at different execution time stages. Finally, the feasibility and effectiveness of the HS-CBBA algorithm in solving the multistage cooperative task assignment problem of heterogeneous multi-UAV execution are verified by experimental simulation.
基于CBBA的异构无人机多时间阶段协同任务分配
针对异构多无人机在不同协同操作时间阶段的协同任务分配问题,首先综合考虑约束条件的可拓性,建立了协同多任务分配模型;其次,考虑到多架无人机在不同任务阶段的异构协同匹配执行关系,对基于共识的捆绑算法进行了扩展;为实现异构多无人机在不同执行时间阶段协调执行不同目标任务的约束关系,提出了一种异构多无人机多阶段协同任务分配算法(异构协同共识束算法HS-CBBA)。最后,通过实验仿真验证了HS-CBBA算法解决异构多无人机执行多阶段协同任务分配问题的可行性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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