Novel Fuzzy Approximation Control Scheme for Flexible Air-Breathing Hypersonic Vehicles With Non-Affine Dynamics and Amplitude and Rate Constraints

This paper proposes a novel fuzzy control scheme for flexible air-breathing hypersonic vehicle (FAHV) non-affine models with amplitude and rate constraints. First, the non-affine dynamics of the FAHV is decomposed into velocity subsystem and altitude subsystem, then the non-affine models of each subsystem are converted into equivalent pure feedback forms, and the fuzzy approximator is used to estimate the total uncertainties of each subsystem. Since the input of control system can be limited by the actual actuator, a new error compensation auxiliary system is proposed to solve the amplitude and rate constraints of the actuator, and a fuzzy controller with auxiliary systems is designed. The stability of the closed-loop system is proved by the Lyapunov method. Through simulation verification, the effective performance of the control system has been proved.

[1]  Li-Xin Wang,et al.  Stable adaptive fuzzy control of nonlinear systems , 1992, [1992] Proceedings of the 31st IEEE Conference on Decision and Control.

[2]  L X Wang,et al.  Fuzzy basis functions, universal approximation, and orthogonal least-squares learning , 1992, IEEE Trans. Neural Networks.

[3]  Anthony J. Calise,et al.  Adaptive output feedback control of nonlinear systems using neural networks , 2000, Proceedings of the 2000 American Control Conference. ACC (IEEE Cat. No.00CH36334).

[4]  R. Cummings,et al.  Fifty years of hypersonics: where we've been, where we're going , 2003 .

[5]  Jang-Hyun Park,et al.  Direct adaptive controller for nonaffine nonlinear systems using self-structuring neural networks , 2005, IEEE Transactions on Neural Networks.

[6]  David B. Doman,et al.  Nonlinear Longitudinal Dynamical Model of an Air-Breathing Hypersonic Vehicle , 2007 .

[7]  David B. Doman,et al.  Control-Oriented Modeling of an Air-Breathing Hypersonic Vehicle , 2007 .

[8]  Du Tian-rong,et al.  Fuzzy adaptive control for hypersonic vehicle via Backstepping method , 2008 .

[9]  A. Serrani,et al.  Nonlinear Robust Adaptive Control of Flexible Air-Breathing Hypersonic Vehicles , 2009 .

[10]  Yanze Hou,et al.  Stability Analysis of Switched Linear Systems with Locally Overlapped Switching Law , 2010 .

[11]  Qing Wang,et al.  Model reference adaptive switching control of a linearized hypersonic flight vehicle model with actuator saturation , 2010 .

[12]  Yan Lin,et al.  Multivariable Adaptive Backstepping Control: A Norm Estimation Approach , 2012, IEEE Transactions on Automatic Control.

[13]  Lei Guo,et al.  H-infinity control for air-breathing hypersonic vehicle based on online simultaneous policy update algorithm , 2013, Int. J. Intell. Comput. Cybern..

[14]  Yufei Wang,et al.  Attitude tracking control for variable structure near space vehicles based on switched nonlinear systems , 2013 .

[15]  Changyin Sun,et al.  Second-order terminal sliding mode control for hypersonic vehicle in cruising flight with sliding mode disturbance observer , 2013 .

[16]  Gao Haiya Sliding Mode Predictive Control for Hypersonic Vehicle , 2014 .

[17]  Fang Wang,et al.  Robust adaptive dynamic surface control design for a flexible air-breathing hypersonic vehicle with input constraints and uncertainty , 2014 .

[18]  Huai-Ning Wu,et al.  Robust $L_{\bm \infty}$-Gain Fuzzy Disturbance Observer-Based Control Design With Adaptive Bounding for a Hypersonic Vehicle , 2014, IEEE Transactions on Fuzzy Systems.

[19]  Zhongke Shi,et al.  An overview on flight dynamics and control approaches for hypersonic vehicles , 2015, Science China Information Sciences.

[20]  Rui Zhang,et al.  Nonsingular direct neural control of air-breathing hypersonic vehicle via back-stepping , 2015, Neurocomputing.

[21]  Bin Xu,et al.  Neural discrete back-stepping control of hypersonic flight vehicle with equivalent prediction model , 2015, Neurocomputing.

[22]  Ligang Wu,et al.  Disturbance Observer-Based Antiwindup Control for Air-Breathing Hypersonic Vehicles , 2016, IEEE Transactions on Industrial Electronics.

[23]  Rui Zhang,et al.  Minimal-learning-parameter based simplified adaptive neural back-stepping control of flexible air-breathing hypersonic vehicles without virtual controllers , 2016, Neurocomputing.

[24]  Ligang Wu,et al.  Approximate Back-Stepping Fault-Tolerant Control of the Flexible Air-Breathing Hypersonic Vehicle , 2016, IEEE/ASME Transactions on Mechatronics.

[25]  Rui Zhang,et al.  Novel auxiliary error compensation design for the adaptive neural control of a constrained flexible air-breathing hypersonic vehicle , 2016, Neurocomputing.

[26]  Qun Zong,et al.  Nussbaum-based fuzzy adaptive nonlinear fault-tolerant control for hypersonic vehicles with diverse actuator faults , 2017 .

[27]  Pengfei Wang,et al.  Adaptive Fuzzy Back-stepping Control of a Flexible Air-breathing Hypersonic Vehicle Subject to Input Constraints , 2017, J. Intell. Robotic Syst..

[28]  Hongwei Xia,et al.  Finite-time output tracking control for air-breathing hypersonic vehicles with actuator constraints , 2017 .

[29]  Yifan Liu,et al.  Observer-based Robust Adaptive Type-2 Fuzzy Tracking Control for Flexible Air-breathing Hypersonic Vehicles , 2018 .

[30]  Ke Wang,et al.  Tracking control of air-breathing hypersonic vehicles with non-affine dynamics via improved neural back-stepping design. , 2018, ISA transactions.

[31]  Xiangwei Bu,et al.  Guaranteeing prescribed performance for air-breathing hypersonic vehicles via an adaptive non-affine tracking controller , 2018, Acta Astronautica.

[32]  Humin Lei,et al.  Adaptive Neural Control of Hypersonic Vehicles with Actuator Constraints , 2018, International Journal of Aerospace Engineering.

[33]  Xiangwei Bu,et al.  Air-Breathing Hypersonic Vehicles Funnel Control Using Neural Approximation of Non-affine Dynamics , 2018, IEEE/ASME Transactions on Mechatronics.

[34]  Xiangwei Bu,et al.  A new prescribed performance control approach for uncertain nonlinear dynamic systems via back-stepping , 2018, J. Frankl. Inst..

[35]  Ligang Wu,et al.  Adaptive fault-tolerant control of air-breathing hypersonic vehicles robust to input nonlinearities , 2019, Int. J. Control.