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Fixed-time adaptive general type-2 fuzzy logic control for air-breathing hypersonic vehicle
Transactions of the Institute of Measurement and Control ( IF 1.8 ) Pub Date : 2021-04-13 , DOI: 10.1177/0142331221991414
Chaojun Yu 1 , Ju Jiang 1 , Shuo Wang 1 , Bing Han 1
Affiliation  

This paper proposes a novel fixed-time adaptive general type-2 fuzzy logical control (FAGT2FLC) scheme for an air-breathing hypersonic vehicle (AHV) with uncertainties. Firstly, the AHV dynamic model is transformed into a strict feedback form. Then, the FAGT2FLC is designed based on the transformed model to improve robustness and guarantee fixed-time convergence of the closed-loop system. The general type-2 fuzzy logic system (GT2FLS) is utilized to approximate the model uncertainties; for the purpose of designing adaptive laws, the α-plane method is employed to represent the GT2FLS. A parameter projection operator is used to solve the possible singularity problem of parameter adaption. Besides, a fixed-time differentiator is used to deal with the “explosion of terms” inherent in backstepping method. Theoretical analysis based on relevant lemmas shows that the closed-loop system will converge into a small error band in fixed time. Lastly, detailed simulations are carried out to demonstrate the effectiveness and superiority of the proposed control scheme.



中文翻译:

固定时间自适应通用超音速飞行器2型模糊逻辑控制

本文提出了一种具有不确定性的呼吸高超音速飞行器(AHV)的固定时间自适应通用2型模糊逻辑控制(FAGT2FLC)方案。首先,将AHV动态模型转化为严格的反馈形式。然后,基于变换后的模型设计FAGT2FLC,以提高鲁棒性并确保闭环系统的固定时间收敛。利用通用的2型模糊逻辑系统(GT2FLS)来近似模型的不确定性。为了设计适应性法则,α平面法用于表示GT2FLS。参数投影算子用于解决参数自适应可能出现的奇异性问题。此外,使用固定时间微分器来处理反推方法中固有的“术语爆炸”。基于相关引理的理论分析表明,闭环系统将在固定的时间内收敛到一个小的误差带。最后,进行了详细的仿真,以证明所提出的控制方案的有效性和优越性。

更新日期:2021-04-14
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