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Adaptive Event-Triggered Consensus Control of a Class of Second-Order Nonlinear Multiagent Systems
IEEE Transactions on Cybernetics
|March 16, 2019
Summary
This study introduces adaptive event-triggered consensus control for nonlinear multiagent systems (MASs). The novel approach enhances control performance and network efficiency by adaptively regulating control parameters, avoiding continuous monitoring.
Area of Science:
- Control Engineering
- Systems Science
- Network Science
Background:
- Multiagent systems (MASs) are crucial for distributed tasks.
- Achieving consensus in nonlinear MASs with unknown dynamics is challenging.
- Event-triggered control aims to reduce communication load in MASs.
Purpose of the Study:
- To develop an adaptive event-triggered consensus control scheme for second-order nonlinear MASs.
- To improve control performance and network communication efficiency.
- To design self-triggered algorithms that eliminate continuous monitoring.
Main Methods:
- An adaptive distributed event-triggered consensus control scheme using an auxiliary state.
- Adaptive regulation of the triggered function's coefficient based on auxiliary state error.
- Development of two self-triggered algorithms for known and unknown system functions.
- Rigorous stability analysis of the closed-loop system.
Main Results:
- The proposed scheme ensures bounded signals in the closed-loop system.
- Zeno behavior is successfully excluded, guaranteeing practical implementation.
- Adaptive control improves both system performance and communication efficiency.
- Simulation examples validate the theoretical findings.
Conclusions:
- The novel adaptive event-triggered consensus control is effective for nonlinear MASs.
- The self-triggered algorithms offer efficient alternatives to continuous monitoring.
- The approach enhances stability and prevents Zeno behavior in MASs.
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