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A Structured Rehabilitation Protocol for Improved Multifunctional Prosthetic Control: A Case Study
Published on: November 6, 2015
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Bearing-Based Robust Formation Tracking Control of Underactuated AUVs With Optimal Parameter Tuning
IEEE Transactions on Cybernetics
|January 24, 2024
Summary
This study presents a new control strategy for autonomous underwater vehicles (AUVs) to maintain formation despite actuator limits and disturbances. The method ensures robust, optimal, and feasible formation tracking for AUVs.
Area of Science:
- Robotics
- Control Systems
- Ocean Engineering
Background:
- Autonomous Underwater Vehicles (AUVs) require sophisticated control for coordinated tasks.
- Formation tracking is crucial for AUVs but challenging due to underactuation and environmental factors.
Purpose of the Study:
- To develop a robust bearing-based formation tracking control strategy for underactuated AUVs.
- To address actuator constraints and unknown environmental disturbances.
- To optimize control parameters for enhanced performance and feasibility.
Main Methods:
- A leader-follower AUV structure with an integrated control strategy.
- Utilizing a reference velocity estimator, virtual velocity generation, and an adaptive robust controller.
- Employing control parameterization and heuristic algorithms for parameter tuning.
Main Results:
- Asymptotic convergence of system errors was proven using cascade system theory, even with unknown disturbances.
- The parameter tuning method optimized controller gains for constraint feasibility and performance optimality.
- Achieved convergence, robustness, feasibility, and optimality in formation tracking.
Conclusions:
- The proposed integrated strategy effectively addresses the control challenges in bearing-based formation tracking for underactuated AUVs.
- The method demonstrates robustness against disturbances and ensures optimal performance within actuator constraints.
- The strategy is extendable to 3D AUV motion with sideslip, validated by simulations.
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