Resilient Synchronization of Multi-Leader MASs Under Random Link Failure Constraints
Ke Tang, Kaibo Shi, Jin Tang Yang, Shuai Li, Ming Zhu
Chengdu University University of Electronic Science and Technology of China
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摘要与影响
This paper investigates the resilient synchronization problem of multi-agent systems (MASs) with multiple leaders under random link failure constraints (RLFCs). Firstly, in order to overcome the vulnerability on communication links of single-leader MASs, a model of MAS with multiple leaders under RLFCs is established. Secondly, to address the design problem of resilient control, a distributed leader state observer is introduced. Then, the distributed leader state observer with adaptive capability is designed to resolve the unpredictable states of the leaders under RLFCs. Thirdly, to obtain a reliable PI controller with high performance, stochastic stability criteria are derived via the algebraic Riccati equation and an appropriate Lyapunov-Krasovskii function (LKF). Finally, a simulation based on actual F-16 flight results is given to demonstrate the feasibility of the proposed control strategy.
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计算机 / AIDistributed Control Multi-Agent Systems
Neural Networks Stability and Synchronization · Stability and Control of Uncertain Systems
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