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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.

ISA Transactions
|June 8, 2026
PubMed
Summary
This summary is machine-generated.

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.

Keywords:
Consensus tracking controlDisturbance observerFixed-time technologyFunnel controlNonlinear filter

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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.