Cooperative Fault-Tolerant Output Regulation of Linear Heterogeneous Multiagent Systems via an Adaptive Dynamic
IEEE Transactions on Cybernetics
|September 23, 2022
Summary
This study introduces an adaptive dynamic event-triggered control (ETC) scheme for cooperative fault-tolerant output regulation in multiagent systems with actuator faults. The method enables intermittent communication, saving energy and improving performance without requiring global system knowledge.
Area of Science:
- Control Systems Engineering
- Multiagent Systems Theory
- Fault-Tolerant Control
Background:
- Cooperative fault-tolerant output regulation is crucial for linear heterogeneous multiagent systems facing actuator faults.
- Existing methods often require global information or continuous communication, limiting practical application.
Purpose of the Study:
- To develop an adaptive dynamic event-triggered control (ETC) scheme for cooperative fault-tolerant output regulation.
- To enable intermittent communication in multiagent systems, reducing communication load and energy consumption.
- To address systems where exosystem matrices are only partially known by followers.
Main Methods:
- An adaptive dynamic event-triggered scheme is proposed, utilizing dynamic variables for a more general event-triggering condition.
- The approach avoids the need for all agents' system matrices to be identical or known a priori.
- It removes the assumption of global information availability for controller design.
Main Results:
- The proposed ETC method achieves cooperative fault-tolerant output regulation in a distributed manner.
- Intermittent communication is successfully implemented, excluding Zeno behavior.
- The adaptive dynamic event-triggered condition offers potential for energy savings and enhanced performance compared to static or periodic methods.
Conclusions:
- The developed adaptive dynamic ETC strategy effectively addresses cooperative fault-tolerant output regulation in linear heterogeneous multiagent systems with actuator faults.
- The scheme facilitates distributed control with intermittent communication, offering advantages in energy efficiency and performance.
- Simulation results validate the efficacy of the proposed fault-tolerant control strategy.
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