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兵工学报 ›› 2013, Vol. 34 ›› Issue (3): 339-345.doi: 10.3969/j.issn.1000-1093.2013.03.013

• 研究论文 • 上一篇    下一篇

考虑目标重要性及历史任务信任度的无人机任务决策方法

黄长强, 唐传林, 黄汉桥, 王勇, 杜海文   

  1. 空军工程大学航空航天工程学院, 陕西西安710038
  • 上线日期:2013-07-23
  • 作者简介:黄长强(1961—) 男,教授,博士生博导。
  • 基金资助:

    航空科学基金项目(20105196016)

Mission Decision-Making Method of UAV Considering Target Importance and Historical Mission Trust Value

HUANG Chang-qiang, TANG Chuan-lin, HUANG Han-qiao, WANG Yong, DU Hai-wen   

  1. Aeronautics and Astronautics Engineering College, Air Force Engineering University, Xi'an 710038, Shaanxi, China
  • Online:2013-07-23

摘要:

针对多无人机协同任务决策问题,提出了一种考虑目标重要性和无人机任务信任度两 种因素的任务决策方法。该方法由基于改进的模糊物元目标重要性评估和基于历史任务的无人机 任务信任度评估两部分组成。前者通过改进物元结构,引入统一隶属度函数以及主观影响因子,提 出了改进的模糊物元目标重要性评估方法。后者以无人机历史任务数据为基础,构建了多无人机 信任网络模型,给出了直接信任度、间接信任度和通过信息熵理论计算总信任度的计算方法。由二 者的评估结果,可得到当前时刻的多无人机协同任务决策。仿真结果表明,提出的任务决策方法实 时性强,能够满足无人机任务决策需求,具有一定的可行性。

关键词: 系统评估与可行性分析, 无人机, 隶属度, 目标重要性, 信任网络模型, 任务信任度

Abstract:

To cope with the problem of multi-UAVs cooperative mission decision-making, a composite method based on considering target importance and UAVs爷mission trust value is proposed. The method composes of two parts including improved fuzzy matter-element target importance evaluation and UAVs爷 mission trust value evaluation based on historical mission trust value. In the first part, the improved fuzzy matter-element target importance evaluation method is presented by improving the structure of matter-ele- ment, employing uniform membership grade function and introducing the subjective coefficients. In the second part, a multi-UAV trust network model is built up based on UAVs爷historical mission data; the computing method of direct trust value, indirect trust value and integrated trust value computation by u- sing entropy theory is put forward. According to the evaluative results of the above two parts, the current mission decision-making can be obtained. The results of simulation demonstrate that the proposed method is efficient and useful, and can meet the need of UAV mission decision-making.

Key words: analysis on system assessment and feasibility, Unmanned Aerial Vehicle, membership grade, target importance, trust network model, mission trust value

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