聚类分析
计算机科学
稳健性(进化)
任务(项目管理)
网格
实时计算
序列(生物学)
简单(哲学)
人工智能
工程类
地理
认识论
遗传学
系统工程
基因
哲学
生物
生物化学
化学
大地测量学
作者
Guo Qing Long,Xiao Ping Zhu
出处
期刊:Advanced Materials Research
[Trans Tech Publications]
日期:2011-11-22
卷期号:383-390: 4141-4146
被引量:6
标识
DOI:10.4028/www.scientific.net/amr.383-390.4141
摘要
Aiming to find a solution, the method of cooperative area coverage reconnaissance for Multi-UAV system is proposed by combining centralized preplanning with distributed partial online replanning. In the preplanning, grid disintegration is applied to divide the area to be reconnoitered into task sequence of nodes and fuzzy C-means clustering algorithm is applied to conduct space distribution of task nodes; the online partial replanning is that the left UAVs automatically complete the unfinished task of the failed UAV, using the membership matrix got by clustering algorithm as a unified standard, which ensures that so long as one UAV does not fail, the reconnaissance task can be normally carried on. The simulation results show that this method, simple yet with a high robustness, can effectively solve the problem of multi-UAV cooperative area coverage reconnaissance.
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