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Updated: Feb 8, 2026

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Consensus Maneuvering for a Class of Nonlinear Multivehicle Systems in Strict-Feedback Form
This study presents a new controller for multi-vehicle systems to achieve consensus maneuvering, ensuring vehicles follow a path and desired dynamics. The controller uses an echo state network and dynamic surface control for robust performance in uncertain nonlinear systems.
Area of Science:
- Control Systems Engineering
- Robotics
- Nonlinear Systems Theory
Background:
- Investigates consensus maneuvering for nonlinear multivehicle systems.
- Addresses challenges in strict-feedback systems with uncertain nonlinearities.
- Defines consensus maneuvering through geometric (path convergence) and dynamic (desired assignment) tasks.
Purpose of the Study:
- Develop a modular consensus maneuvering controller for nonlinear multivehicle systems.
- Ensure follower vehicles converge to a parameterized path and satisfy desired dynamics.
- Analyze system stability using input-to-state and cascade theories.
Main Methods:
- Employs a modular design approach: estimator module (echo state network), controller module (modified dynamic surface control with nonlinear tracking differentiator), and path update law.
- Utilizes distributed maneuvering error feedback and a filtering scheme.
- Leverages input-to-state stability and cascade theory for stability analysis.
Main Results:
- A distributed consensus maneuvering controller is developed for uncertain nonlinear strict-feedback systems.
- The controller effectively estimates uncertain nonlinearities and ensures path convergence and dynamic assignment.
- Simulation results validate the controller's efficacy.
Conclusions:
- The proposed modular controller enables effective consensus maneuvering in complex nonlinear systems.
- The distributed nature of the controller enhances scalability and practicality.
- The stability analysis confirms the robustness of the proposed control strategy.
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