Consensus in Multi-agent Systems with Second-order Dynamics Wenwu Yu Department of Mathematics
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Transcript of Consensus in Multi-agent Systems with Second-order Dynamics Wenwu Yu Department of Mathematics
Consensus in Multi-agent Systems with Second-order Dynamics
Wenwu YuDepartment of Mathematics
Southeast University, Nanjing, China
Supervisor: Guanrong ChenDepartment of Electronic Engineering
City University of Hong Kong
CCCN 2010, Suzhou
Outline
• Background• Consensus with Linear and
Nonlinear Dynamics• Other Related Topics• Conclusions
Background• Swarm• Flocking• Unmanned Air Vehicles (UAVS)• formation control• distributed sensor networks• robotic teams• …
Results: First-order Consensus
• Fixed Topologies: A directed spanning tree or connected (Olfati-Saber and Murray TAC 2004, Ren and Beard TAC 2005, Lin, et al. TAC 2005)
• Time-varying Topologies: Graph is jointly connected (union of graphs) (Jadbabaie et al. TAC 2003, Moreau TAC 2005, Ren and Beard TAC 2005, Tanner et al. TAC 2007)
• Stochastic Switching (Hatano and Mesbahi TAC 2005)
Stochastic Matrix and Convexity
Second-order consensus (linear)
• W. Ren IJRNC 20071. Different fromFirst-order2. Wide applications for modeling
Related Topics• Time delays: single delay (Yu, Chen, Cao Au
tomatica 2010), multiple delays (Yang, Zhu, Zhang EJC 2010, Meng, Yu, Ren EJC 2010)
• Pinning control: Song, Cao, Yu, SCL 2010• Communication constrains with intermitte
nt control: Wen, Duan, Yu, Chen 2010• Stochastic switching: Markovian (Zhang, Ti
an Automatica 2009)• Time-varying switching: Hong et al. Autom
atica 2008