4.8 Article

Finite-Time Adaptive Output Feedback Control for MIMO Nonlinear Systems With Actuator Faults and Saturations

Journal

IEEE TRANSACTIONS ON FUZZY SYSTEMS
Volume 29, Issue 8, Pages 2256-2270

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TFUZZ.2020.2996709

Keywords

Nonlinear systems; Actuators; MIMO communication; Adaptive systems; Observers; Backstepping; Output feedback; Actuator faults; finite-time stability; input saturations; multi-input and multi-output (MIMO) nonlinear systems; output feedback

Funding

  1. National Natural Science Foundation of China [61427809]
  2. China Scholarship Council

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This article discusses finite-time tracking control for MIMO nonlinear nonstrict feedback systems with actuator faults and saturations. A fuzzy state observer and adaptive output feedback control are proposed to achieve favorable tracking performance. The control design is more generally available without the need for linear parameterization or growth conditions in the nonlinear systems.
This article addresses the finite-time tracking control for multi-input and multi-output (MIMO) nonlinear nonstrict feedback systems with actuator faults and saturations. First, a fuzzy state observer is constructed to approximate the unmeasured system states, where the restrictions of the known actuator faults are removed from the observer design. Based on the state observer, a novel adaptive output feedback control is then proposed to achieve favorable tracking performance even if actuator saturations and faults occur. Also, the nonlinear functions in the MIMO nonlinear systems are not required to follow the linearly parameterization or growth conditions making the control design more generally available. Furthermore, the dynamic surface control technique is adopted to avoid tedious analytic computations inherent in the backstepping procedure. It can be proved that the proposed control can not only guarantee the closed-loop system states bounded, but also regulate the tracking errors to a small neighborhood around the equilibrium in finite time despite the existence of the actuator saturations and faults. Finally, comparative simulations are carried out to demonstrate the feasibility and effectiveness of the theoretical results.

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