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Fast funnel control based fixed-time consensus tracking for nonlinear multi-agent systems with unknown disturbances
Yixi Yang1, Bin Xin1, Qing Wang1
1School of Automation, Beijing Institute of Technology, No. 5 Zhongguancun South Street, Haidian District, Beijing 100081, China; State Key Laboratory of Autonomous Intelligent Unmanned Systems, Beijing Institute of Technology, No. 5 Zhongguancun South Street, Haidian District, Beijing 100081, China.
This study introduces a fixed-time consensus tracking control for nonlinear multi-agent systems (NMASs) facing unknown disturbances. The novel strategy ensures fast, accurate tracking and stability, outperforming existing methods in simulations.
Area of Science:
- Control Systems Engineering
- Nonlinear Systems Theory
- Robotics and Automation
Background:
- Nonlinear multi-agent systems (NMASs) face challenges with unknown lumped disturbances.
- Achieving consensus tracking under uncertainty requires robust control strategies.
- Existing methods may suffer from singularity, slow convergence, or controller conservativeness.
Purpose of the Study:
- To develop a fixed-time consensus tracking control strategy for NMASs with unknown disturbances.
- To design a disturbance observer for accurate and rapid estimation of lumped uncertainties.
- To ensure fast convergence, bounded errors, and improved stability for the closed-loop system.
Main Methods:
- Design of a fixed-time sliding mode disturbance observer (FTSMDO) for disturbance estimation.
- Introduction of a fast nonsingular funnel error surface (FNFES) with hyperbolic tangent transformation.
- Integration of FNFES into a backstepping control framework, creating a fast funnel controller.
- Development of an improved nonlinear filter to mitigate the 'explosion of complexity' (EOC) issue.
Main Results:
- The proposed controller ensures consensus tracking errors converge to a prescribed boundary with small steady-state error.
- Fast convergence and reduced overshoot are achieved in tracking performance.
- The controller effectively handles unknown lumped disturbances, including internal uncertainties and external factors.
- Semi-global practical fixed-time stability (SPFS) of the closed-loop system is rigorously proven using Lyapunov theory.
Conclusions:
- The novel fixed-time control strategy offers superior performance for NMASs compared to existing methods.
- The approach successfully addresses disturbance rejection and stability concerns in nonlinear systems.
- Simulation results validate the effectiveness and robustness of the proposed control system.
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