Tube-Based Control Barrier Function With Integral Quadratic Constraints for Unknown Input Delay

IEEE Control. Syst. Lett.(2023)

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摘要
This letter proposes a Control Barrier Function (CBF)-based controller design to achieve safety for systems subjecting to unknown input delay and additive disturbance. Integral quadratic constraints characterizing the input-output behavior of the unmodeled dynamics caused by the unknown input delay are used to generate a bound of the error between the nominal model and the true uncertain system. The bound is incorporated into a tube-based CBF formulation to ensure robust system safety. The proposed method guarantees that the constraints are input affine, so the safe controller can be implemented by solving a quadratic programming problem in real-time. A simple example demonstrates the effectiveness of the tube-based CBF approach.
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关键词
Safety,Delays,Uncertainty,Optimization,Uncertain systems,Quadratic programming,Integral equations,robotics,robust control,safety critical
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