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Distributed event-triggered robust adaptive formation control of multi-agent rigid bodies on [Formula: see text]
Manmohan Sharma1, Ramalingam Sakthivel2, Kuldeep Yadav3
1School of Electronics Engineering, Vellore Institute of Technology, Kelambakkam-Vandalur Road, Chennai, 600127, Tamil Nadu, India. manmohan.sharma@vit.ac.in.
This study presents a robust adaptive event-triggered formation control method for multi-agent systems with unknown parameters. It ensures tracking errors converge exponentially, reducing communication load.
Area of Science:
- Robotics
- Control Systems Engineering
- Distributed Systems
Background:
- Formation control is crucial for multi-agent systems.
- Unknown parameters and disturbances challenge control accuracy.
- Event-triggered control reduces communication load.
Purpose of the Study:
- To develop a distributed robust adaptive event-triggered methodology for formation control of multi-agent rigid bodies.
- To address unknown bounded mass and moment of inertia.
- To mitigate communication demands in networked systems.
Main Methods:
- Utilized bearing vector measurements for control.
- Designed an adaptive law to estimate unknown rigid body parameters.
- Developed a robust adaptive control law for event-triggered scenarios.
- Employed an undirected communication topology.
Main Results:
- Exponential convergence of tracking errors to a residual set was mathematically proven.
- The adaptive law successfully estimated unknown parameters.
- The event-triggered approach effectively reduced communication requirements.
Conclusions:
- The proposed distributed robust adaptive event-triggered methodology is effective for formation control.
- The approach enhances system performance while minimizing communication.
- Validated through rigorous mathematical proofs and numerical simulations.
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