Prescribed performance fuzzy back-stepping control of a flexible air-breathing hypersonic vehicle subject to input constraints

被引:19
作者
Huang, Hanqiao [1 ]
Luo, Chang [2 ]
Han, Bo [3 ]
机构
[1] Northwestern Polytech Univ, Unmanned Syst Res Inst, Xian 710072, Peoples R China
[2] Troops 78092, Chengdu 610000, Peoples R China
[3] Air Force Engn Univ, Aeronaut Engn Coll, Xian 710038, Peoples R China
基金
中国国家自然科学基金;
关键词
Flexible air-breathing hypersonic vehicle; Adaptive fuzzy control; Input constraints; Prescribed performance; NONLINEAR-SYSTEMS; ADAPTIVE-CONTROL; TRACKING CONTROL; AIRCRAFT; DESIGN;
D O I
10.1007/s10845-020-01656-0
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The design of prescribed performance fuzzy back-stepping tracking control for a flexible air-breathing hypersonic vehicle (FAHV) with actuator constraints is discussed. Fuzzy logic systems (FLSs) are applied to approximate the lumped uncertainty of each subsystem of the FAHV model. Every FLS contains only one adaptive parameter that needs to be updated online with a minimal-learning-parameter scheme. The sliding mode differentiator is introduced to obtain the derivatives of the virtual control laws, which avoid the explosion of the differentiation term in traditional back-stepping control. To further improve the control performance, a prescribed performance function characterizing the error convergence rate, maximum overshoot and steady-state error is utilized for the output error transformation. In particular, novel auxiliary systems are explored to handle input saturation. Fuzzy backstep control has obvious advantages in system robustness, control accuracy and highly real-time. Finally, reference trajectory tracking simulations show the effectiveness of the proposed method regarding air-breathing hypersonic vehicle control applications.
引用
收藏
页码:853 / 866
页数:14
相关论文
共 36 条
[1]   Intelligent adaptive control of bioreactors [J].
Babuska, R ;
Damen, MR ;
Hellinga, C ;
Maarleveld, H .
JOURNAL OF INTELLIGENT MANUFACTURING, 2003, 14 (02) :255-265
[2]   Robust Adaptive Control of Feedback Linearizable MIMO Nonlinear Systems With Prescribed Performance [J].
Bechlioulis, Charalampos P. ;
Rovithakis, George A. .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2008, 53 (09) :2090-2099
[3]   Neuro-Adaptive Force/Position Control With Prescribed Performance and Guaranteed Contact Maintenance [J].
Bechlioulis, Charalampos P. ;
Doulgeri, Zoe ;
Rovithakis, George A. .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2010, 21 (12) :1857-1868
[4]   Adaptive control with guaranteed transient and steady state tracking error bounds for strict feedback systems [J].
Bechlioulis, Charalampos P. ;
Rovithakis, George A. .
AUTOMATICA, 2009, 45 (02) :532-538
[5]   Guaranteeing prescribed output tracking performance for air-breathing hypersonic vehicles via non-affine back-stepping control design [J].
Bu, Xiangwei .
NONLINEAR DYNAMICS, 2018, 91 (01) :525-538
[6]   Nonsingular direct neural control of air-breathing hypersonic vehicle via back-stepping [J].
Bu, Xiangwei ;
Wu, Xiaoyan ;
Ma, Zhen ;
Zhang, Rui .
NEUROCOMPUTING, 2015, 153 :164-173
[7]   Predictive control architecture for real-time image moments based servoing of robot manipulators [J].
Burlacu, Adrian ;
Copot, Cosmin ;
Lazar, Corneliu .
JOURNAL OF INTELLIGENT MANUFACTURING, 2014, 25 (05) :1125-1134
[8]   Direct adaptive fuzzy control of nonlinear strict-feedback systems [J].
Chen, Bing ;
Liu, Xiaoping ;
Liu, Kefu ;
Lin, Chong .
AUTOMATICA, 2009, 45 (06) :1530-1535
[9]   Robust Adaptive Neural Network Control for a Class of Uncertain MIMO Nonlinear Systems With Input Nonlinearities [J].
Chen, Mou ;
Ge, Shuzhi Sam ;
How, Bernard Voon Ee .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2010, 21 (05) :796-812
[10]  
Faa-Jeng L, 2018, IEEE T FUZZY SYST, V27, P1