JOURNAL ARTICLE

Funnel Control of Uncertain Flexible Air-breathing Hypersonic Vehicles

Qiang QiXiangwei Bu

Year: 2020 Journal:   2020 3rd International Conference on Unmanned Systems (ICUS) Vol: 230 Pages: 769-777

Abstract

A funnel control approach, guaranteeing output behavioral performance, is studied for flexible air-breathing hypersonic vehicle. A performance function without requiring an accurate initial error is designed for the sake of guaranteeing tracking errors with preseted transient performance. Neural approximation approach is applied to reject unknown vehicle dynamics. Moreover, improved regulation laws are developed for neural networks applying minimal-learning-parameter scheme, which reduces the computational costs and ensures neural approximation precision. The stability of closed-loop control systems is proved via Lyapunov synthesis. Finally, the presented simulation results show the tracking performance of the addressed approach.

Keywords:
Funnel Control theory (sociology) Artificial neural network Computer science Hypersonic speed Hypersonic flight Transient (computer programming) Tracking error Stability (learning theory) Lyapunov function Vehicle dynamics Tracking (education) Lyapunov stability Control engineering Control (management) Engineering Artificial intelligence Aerospace engineering Machine learning

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Topics

Adaptive Control of Nonlinear Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Adaptive Dynamic Programming Control
Physical Sciences →  Computer Science →  Computational Theory and Mathematics
Advanced Control Systems Optimization
Physical Sciences →  Engineering →  Control and Systems Engineering

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