计算机科学 ›› 2020, Vol. 47 ›› Issue (6A): 577-582.doi: 10.11896/JsJkx.190700064
赵学远, 周绍磊, 王帅磊, 闫实
ZHAO Xue-yuan, ZHOU Shao-lei, WANG Shuai-lei and YAN Shi
摘要: 针对切换拓扑条件下的多无人机系统编队包含控制问题,基于一致性算法设计了分布式控制器,通过变量代换将领导者的编队控制问题先转化为一致性问题,再通过对Laplacian矩阵的特殊分解,将一致性问题简化为低阶系统的渐进稳定性问题;通过具有多领导者的Laplacian矩阵性质,将跟随者的包含控制问题转化为渐进稳定性问题。文中给出切换拓扑平均驻留时间概念,结合线性矩阵不等式和Lyapunov函数给出了一致性控制器的设计步骤,并证明了在所设计的控制器作用下,切换拓扑图条件下的多无人机系统能够实现编队包含状态飞行。在三维空间中对多无人机系统系统进行仿真验证,结果表明所设计的一致性控制器解决了切换拓扑条件下的多无人机系统编队包含控制问题。
中图分类号:
[1] GUANG M X,LONG W.Moving formation convergence of a group of mobile robots via decentralised information feedback.International Journal of Systems Science,2009,40(10):9. [2] WANG J,NIAN X H.Consensus and formation control of discrete-time multi-agent systems.Journal of Central South University,2011,18(4):1161-1168. [3] ZHOU S L,QI Y H,ZHANG L,et al.Time-varying formation control of UAVswarm systems with switching topologies.Journal of Aeronautics,2016,38(4):259-267. [4] 杨建平,胡江平,吕维.基于事件触发机制的智能车编队控制.控制工程,2019,26(3). [5] CAO J,WU Z,PENG L.Distributed Event-Triggered Consensus Tracking of First-Order Multi-Agent Systems with a Virtual Leader.Chinese Physics B,2016,25(5):58902. [6] CHENG L L,YU P T.Formation control of multi-agent systems with heterogeneous communication delays.Internatio-nal Journal of Systems Science,2009,40(6):627-636. [7] LI Z,WEI R,LIU X,et al.Distributed containment control of multi-agent systems with general linear dynamics in the pre-sence of multiple leaders.International Journal of Robust & Nonlinear Control,2013,23(5):534-547. [8] MENG Z,WEI R,ZHENG Y.Distributed finite-time attitude containment control for multiple rigid bodies.Automatica,2010,46(12):2092-2099. [9] DONG X,LI Q,ZHANG R,et al.Formation-containment control for high-order linear time-invariant multi-agent systems with time delays.Journal of the Franklin Institute,2015,352(9):3564-3584. [10] WEI R,ATKINS E.Distributed multi-vehicle coordinated control via local information exchange.International Journal of Robust & Nonlinear Control,2010,17(10/11):1002-1033. [11] WEI L,ZHOU S,SHI Y,et al.LQR_based Consensus Algo-rithms of Muti-agent Systems with a Prescribed Convergence Speed//Proceedings of 2014 IEEE Chinese Guidance,Navigation and Control Conference.IEEE,2014. [12] WEI L,ZHOU S,QI Y,et al.Leaderless consensus of multi-agent systems with Lipschitz nonlinear dynamics and switching topologies.Neurocomputing,2015,173:1322-1329. [13] MENG Z,WEI R,ZHENG Y.Distributed finite-time attitude containment control for multiple rigid bodies .Automatica,2010,46(12):2092-2099. |
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