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Distributed Adaptive Fault-Tolerant Formation-Containment Control With Prescribed Performance for Heterogeneous
IEEE Transactions on Cybernetics
|November 10, 2022
Summary
This study introduces a fault-tolerant control strategy for heterogeneous multiagent systems (MASs) like unmanned aerial vehicles (UAVs) and unmanned ground vehicles (UGVs). It ensures coordinated formation and containment despite actuator faults.
Area of Science:
- Robotics and Control Systems
- Distributed Systems
- Fault-Tolerant Control
Background:
- Heterogeneous multiagent systems (MASs) face challenges in coordinated control, especially with actuator faults.
- Achieving simultaneous formation tracking and containment is complex in dynamic environments.
Purpose of the Study:
- To develop a distributed adaptive fault-tolerant formation-containment control strategy for MASs with UAVs and UGVs.
- To ensure robust performance under actuator faults and unknown system parameters.
Main Methods:
- A distributed fault-tolerant formation control strategy for UAVs using neighborhood formation error.
- An adaptive fault-tolerant containment algorithm for UGVs, independent of leader positions.
- An adaptive estimation scheme to compensate for actuator faults (loss-of-effectiveness, bias) and system uncertainties.
Main Results:
- UAVs achieve formation tracking of a virtual leader with a prespecified configuration.
- UGVs converge to the convex hull formed by leader UAVs.
- Prescribed performance for synchronization errors is guaranteed using Lyapunov stability analysis.
Conclusions:
- The proposed control strategy effectively achieves formation-containment for heterogeneous MASs.
- The adaptive fault-tolerant approach enhances system resilience against actuator failures.
- Simulation results validate the effectiveness for UAV-UGV systems.
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