Litcius/Paper detail

Dynamic Observer-Based Fast Fixed-Time Filtered Backstepping Controller Design for a Constrained Uncertain Nonlinear System

Fang Wang, Chao Zhou, Changchun Hua

2023IEEE Transactions on Systems Man and Cybernetics Systems20 citationsDOI

Abstract

In this article, a fast fixed-time filter (FFTF)-based-backstepping control system is proposed for a class of uncertain high-order nonlinear systems with full-state constraints. To effectively tackle the lumped uncertainty, a dynamic gain fixed-time disturbance observer (DGFDO) is constructed to estimate the uncertainty, where the observer parameters are dynamically tuned and the estimation error converges to zero in fixed time. In order to solve the full-state constraints problem, the state transformation technique is employed with avoiding “feasibility conditions.” For overcoming the “explosion of complexity” problem of the backstepping method, an FFTF is constructed, where the filter error can be ensured to achieve fixed-time stability. In the light of Lyapunov theory, it is proved that all signals of the closed-loop system are bounded, all states are kept in their constraints, and output error converges to an arbitrarily small neighborhood around zero in fixed time. Finally, simulation results are demonstrated to verify the effectiveness of the theoretical results.

Topics & Concepts

BacksteppingControl theory (sociology)Nonlinear systemObserver (physics)Controller (irrigation)Bounded functionFilter (signal processing)Lyapunov stabilityComputer scienceState observerStability (learning theory)MathematicsLyapunov functionMathematical optimizationControl (management)Adaptive controlMathematical analysisAgronomyQuantum mechanicsArtificial intelligenceBiologyComputer visionMachine learningPhysicsAdaptive Control of Nonlinear SystemsStability and Control of Uncertain SystemsControl and Stability of Dynamical Systems
Dynamic Observer-Based Fast Fixed-Time Filtered Backstepping Controller Design for a Constrained Uncertain Nonlinear System | Litcius