电光与控制, 2018, 25 (8): 7, 网络出版: 2021-01-19  

有人/无人机编队打击时敏目标任务分配

Mission Planning of Manned/Unmanned Aerial Vehicle Formation for Time Critical Target Attacking
作者单位
西北工业大学, 西安 710086
摘要
针对有人/无人机编队协同打击地面时敏目标的任务分配问题,利用有人/无人机编队系统总体框架和时敏特性函数,构建有人/无人机编队协同打击地面时敏目标的任务分配模型。采用改进的遗传算法,通过引入矩阵型编码提升任务效率,通过引入针对死锁问题的解码方法来解决任务分配的时序问题,最后运用该算法进行了仿真计算。结果表明该算法具有良好的任务分配效率。
Abstract
The task assignment of the manned/unmanned aerial vehicle formation in ground Time Critical Target (TCT) attacking was studied.Based on the general framework of the manned/unmanned aerial vehicle formation system and the concept of time-sensitive characteristic function, the task assignment model of the manned/unmanned aerial vehicle formation for cooperative ground TCT attacking was built. By adopting the improved Genetic Algorithm (GA), the matrix coding was introduced to enhance the task assignment efficiency. The timing sequence problem of task assignment was solved by introducing the decoding method for the deadlock problem.A simulation of the proposed algorithm was carried outand the result proved that this algorithm has high task assignment efficiency.
参考文献

[1] 钟赟,姚佩阳,孙昱,等.有人/无人机任务联盟分阶段形成方法[J].系统工程与电子技术, 2017, 39(9):2031-2038.

[2] 冯旺.打击TCT体系作战效能仿真方法研究[D].长沙:国防科学技术大学, 2008.

[3] 孟波波,高晓光,王云辉.无人作战飞机打击时敏目标的任务规划研究[J].计算机工程与应用,2009,45(26):5-7.

[4] 刘跃峰,张安.有人机/无人机编队协同任务分配方法[J].系统工程与电子技术,2010,32(3):584-588.

[5] 刘宏强, 魏贤智, 付昭旺, 等. 有人机/无人机编队协同攻击任务分配方法研究[J].电光与控制, 2013,20(6):16-19.

[6] 顾帮余, 颜如祥, 徐军. 时间敏感目标及打击决策[J].指挥信息系统与技术,2011,2(3):26-29.

[7] 纪敏,李冬予.基于功能节点的有人/无人机协同攻击模式研究[J].舰船电子工程,2017,37(5):8-12.

[8] WHITTEN A K,CHOI H L,JOHNSON L B,et al. Decentralized task allocation with coupled constraints in complex missions[C]//American Control Conference,2011: 1642-1649.

[9] EVERS L,BARROS A I,MONSUUR H,et al.Online stochastic UAV mission planning with time windows and time-sensitive targets[J]. European Journal of Operational Research,2014,238(1):348-362.

[10] 吴俊成,周锐,冉华明,等.遗传算法和拍卖算法在任务分配中的性能比较[J].电光与控制,2016,23(2):11-15.

[11] EDISON E,SHIMA T. Integrated task assignment and path optimization for cooperating uninhabited aerial vehicles using genetic algorithms[J].Computers & Operations Research,2011,38(1): 340-356.

王宇琦, 张安, 毕文豪. 有人/无人机编队打击时敏目标任务分配[J]. 电光与控制, 2018, 25(8): 7. WANG Yuqi, ZAHNG An, BI Wenhao. Mission Planning of Manned/Unmanned Aerial Vehicle Formation for Time Critical Target Attacking[J]. Electronics Optics & Control, 2018, 25(8): 7.

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