A distributed and integrated method for cooperative mission planning of multiple heterogeneous UAVs

被引:9
|
作者
Wu, Weinan [1 ]
Cui, Naigang [1 ]
机构
[1] Harbin Inst Technol, Dept Aerosp Engn, Harbin, Heilongjiang, Peoples R China
来源
关键词
Heterogeneous UAVs; Distributed genetic algorithm; Integrated solution; Mission planning; Specific constraints; ALGORITHM; TASK; CURVATURE;
D O I
10.1108/AEAT-05-2017-0124
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
Purpose - The purpose of this paper is to develop a distributed and integrated method to get a fast and feasible solution for cooperative mission planning of multiple heterogeneous unmanned aerial vehicles (UAVs). Design/methodology/approach - In this study, the planning process is conducted in a distributed framework; the cooperative mission planning problem is reformulated with some specific constraints in the real mission; a distributed genetic algorithm is the algorithm proposed for searching for the optimal solution; genes of the chromosome are modified to adapt to the heterogeneous characteristic of UAVs; a fixed-wing UAV's six degrees-of-freedom (DOF) model with a path following method is used to test the proposed mission planning method. Findings - This method not only has the ability to obtain good feasible solutions but also improves the operating rate vastly. Research limitations/implications - This study is only applied to the case where the communication among UAVs is linked during the mission. Practical implications - This study is expected to be practical for a real mission because of its fast operating rate and good feasible solution. Originality/value - This solution is tested on a fixed-wing UAV's 6-DOF model by a path following method, so it is believable from the perspective of an autonomous UAV guidance and control system.
引用
收藏
页码:1403 / 1412
页数:10
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