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Resilient Collision-Free Distributed Optimal Coordination for Multiple Euler-Lagrangian Systems Under Unreliable
IEEE Transactions on Cybernetics
|May 20, 2025
Summary
This study presents a resilient distributed optimal coordination strategy for multiple Euler-Lagrangian systems to ensure collision avoidance despite unreliable communication networks. The method guarantees system convergence and safety even with cyber attacks or network disruptions.
Area of Science:
- Robotics
- Control Systems
- Networked Systems
Background:
- Distributed optimal coordination (DOC) is crucial for multi-agent systems.
- Unreliable communication topologies, due to network issues or cyber attacks, pose significant challenges to collision avoidance.
- Existing methods may not adequately address resilience under intermittent communication.
Purpose of the Study:
- To develop a resilient collision avoidance distributed optimal coordination (DOC) strategy for multiple Euler-Lagrangian (EL) systems.
- To ensure reliable collision avoidance and system convergence under unreliable communication conditions.
- To enhance the robustness of multi-agent coordination against network disruptions and cyber threats.
Main Methods:
- Redesigning a barrier function for collision avoidance.
- Proposing a communication-based distributed collision avoidance algorithm.
- Introducing a resilient DOC strategy using real-time position-based gradient, a coordinator, and an adaptive tracking controller.
Main Results:
- The proposed DOC strategy guarantees collision avoidance for multiple EL systems.
- The strategy ensures system convergence even with unreliable communication topologies.
- Lyapunov method and boundedness analysis confirm the effectiveness and resilience of the approach.
Conclusions:
- The developed resilient collision avoidance DOC strategy effectively manages multi-agent systems under adverse communication conditions.
- The approach provides a robust solution for collision avoidance in networked systems facing communication uncertainties.
- Simulation results validate the practical applicability and performance of the proposed strategy.
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