Resilient Synchronization of Multi-Leader MASs Under Random Link Failure Constraints
Abstract
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.
Fields of Study & Subjects
Distributed Control Multi-Agent Systems
Stability and Control of Uncertain Systems
Neural Networks Stability and Synchronization
Publication details
- Journal / source
- IEEE Transactions on Automation Science and Engineering
- Publisher
- Institute of Electrical and Electronics Engineers (IEEE)
- Volume
- 23
- Pages
- 5262–5273
- Publication date
- 1 January 2026