CIOMP OpenIR
Flocking Control of Fixed-Wing UAVs With Cooperative Obstacle Avoidance Capability
W.W.Zhao; H.R.Chu; M.Y.Zhang; T.T.Sun; L.H.Guo
2019
发表期刊Ieee Access
ISSN2169-3536
卷号7页码:17798-17808
摘要In recent years, with the development of the unmanned aerial vehicle (UAV) and battlefield environments, the UAV swarm has attracted significant research attention. To solve problems regarding poor state consensus among swarm individuals due to a small number of individuals easily falling into local minima upon encountering an obstacle, this paper proposes a flocking obstacle avoidance algorithm with local interaction of obstacle information. To make the UAV swarm follow the desired trajectory with better state consensus, we improved the flocking control algorithm of agents according to the characteristics and requirements of the UAV swarm. The obstacle avoidance algorithm for the UAV swarm is based on Olfati-Saber's multi-agent obstacle avoidance algorithm. The proposed method has individuals in the swarm communicate obstacle information with their neighbors, and we present a simple analysis of this method. The method improves the cooperative obstacle avoidance capability of the flocking control algorithm. The simulation results showed that the proposed flocking control algorithm provides a better tracking effect and consensus for the UAV swarm when avoiding obstacles.
关键词Fixed-wing UAV swarm,multi-agent system,flocking control,cooperative,obstacle avoidance,consensus,local information communication,multiagent systems,behaviors,algorithm,consensus,Computer Science,Engineering,Telecommunications
DOI10.1109/access.2019.2895643
收录类别SCI ; EI
语种英语
引用统计
文献类型期刊论文
条目标识符http://ir.ciomp.ac.cn/handle/181722/62750
专题中国科学院长春光学精密机械与物理研究所
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GB/T 7714
W.W.Zhao,H.R.Chu,M.Y.Zhang,et al. Flocking Control of Fixed-Wing UAVs With Cooperative Obstacle Avoidance Capability[J]. Ieee Access,2019,7:17798-17808.
APA W.W.Zhao,H.R.Chu,M.Y.Zhang,T.T.Sun,&L.H.Guo.(2019).Flocking Control of Fixed-Wing UAVs With Cooperative Obstacle Avoidance Capability.Ieee Access,7,17798-17808.
MLA W.W.Zhao,et al."Flocking Control of Fixed-Wing UAVs With Cooperative Obstacle Avoidance Capability".Ieee Access 7(2019):17798-17808.
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