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Bioinspired Coordinated Path Following for Vessels with Speed Saturation Based on Virtual Leader
1College of Automation, Harbin Engineering University, Harbin, Heilongjiang 150001, China.
Computational Intelligence and Neuroscience
|April 2, 2016
Summary
This study presents a novel distributed control strategy for multiple marine vessels to achieve coordinated path following, effectively addressing speed saturation using a neural dynamic model and passivity-based techniques.
Area of Science:
- Marine robotics
- Control systems engineering
- Applied mathematics
Background:
- Coordinated control of marine vessels is crucial for efficient maritime operations.
- Speed saturation presents a significant challenge in achieving precise path following for autonomous marine systems.
- Existing control strategies often struggle with robustness and adaptability to dynamic environmental conditions.
Purpose of the Study:
- To develop a distributed control strategy for coordinated path following of multiple marine vessels.
- To address and overcome the challenge of speed saturation in marine vessel control.
- To achieve desired spatial formations during coordinated path following maneuvers.
Main Methods:
- A virtual leader strategy is employed, integrating a neural dynamic model with passivity-based control.
- The virtual leader's controller is designed using a biological neural shunting model for smooth and bounded output.
- A synchronization controller based on passivity is utilized to achieve consensus on the formation reference point.
Main Results:
- The proposed method effectively solves the speed saturation problem, particularly in straight path scenarios.
- The neural dynamic model ensures smooth tracking and avoids error jumps.
- Successful coordinated path following with a desired spatial formation was demonstrated through simulations.
Conclusions:
- The developed distributed control algorithm effectively enables coordinated path following for multiple marine vessels.
- The integration of neural dynamic models and passivity-based control offers a robust solution for speed-limited systems.
- Simulation results confirm the algorithm's efficacy in achieving complex formation control objectives.
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