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基于多属性效用博弈框架的飞机自动防撞算法

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随着航空运输量的高速增长,飞机发生空中冲突数量成倍增加.为了保证空域飞行的安全性,高性能的飞机防撞算法十分重要.结合多属性效用理论和Level-K博弈框架,提出了一种用于飞机自动防撞算法.该算法利用多属性效用理论综合飞机防撞过程中需要考虑的多个目标,并利用Level-K博弈建模两架飞机在防撞过程中的相互博弈.实验结果表明:文中提出的自动防撞算法能方便、有效地提高飞机的防撞性能,同时算法的性能优于目前飞机装备的自动防撞系统.
The Automatic Collision Avoidance Algorithm of Aircraft Based on the Multiattribute Utility Game Framework
With the rapid growth of the air transportation volume,the number of aircraft conflicts in the air has doubled.In order to ensure the safety of airspace flight,high-performance aircraft collision avoidance algorithms are crucial.Combined with the multiattribute utility theory and the Level-K game framework,this article proposes an algorithm for the automatic collision avoidance of aircraft.This algorithm utilizes the multiattribute utility theory to synthesize multiple objectives that need to be considered in the process of aircraft collision avoidance,and models the mutual game between two aircraft during collision avoidance by using the Level-K game.The experimental results show that the automatic collision avoidance algorithm proposed in this article can conveniently and effec-tively adjust the aircraft's collision avoidance performance,and the performance of the algorithm is superior to the current automatic collision avoidance system equipped on aircraft.

Air transportationMultiattribute utilityGame frameworkCollision avoidance algorithm

胡杨

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南京工程学院 江苏南京 211167

航空运输 多属性效用 博弈框架 防撞算法

江苏省高等学校自然科学研究面上项目

21KJB580013

2024

科技资讯
北京国际科技服务中心 北京合作创新国际科技服务中心

科技资讯

影响因子:0.51
ISSN:1672-3791
年,卷(期):2024.22(3)
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