Neural network-based flight control systems: Present and future

SA Emami, P Castaldi, A Banazadeh - Annual Reviews in Control, 2022 - Elsevier
As the first review in this field, this paper presents an in-depth mathematical view of
Intelligent Flight Control Systems (IFCSs), particularly those based on artificial neural …

Adaptive tracking control of uncertain MIMO nonlinear systems with input constraints

M Chen, SS Ge, B Ren - Automatica, 2011 - Elsevier
In this paper, adaptive tracking control is proposed for a class of uncertain multi-input and
multi-output nonlinear systems with non-symmetric input constraints. The auxiliary design …

Robust adaptive neural network control for a class of uncertain MIMO nonlinear systems with input nonlinearities

M Chen, SS Ge, BVE How - IEEE Transactions on Neural …, 2010 - ieeexplore.ieee.org
In this paper, robust adaptive neural network (NN) control is investigated for a general class
of uncertain multiple-input-multiple-output (MIMO) nonlinear systems with unknown control …

Aircraft fault-tolerant trajectory control using incremental nonlinear dynamic inversion

P Lu, EJ Van Kampen, C De Visser, Q Chu - Control Engineering Practice, 2016 - Elsevier
This paper deals with aircraft trajectory control in the presence of model uncertainties and
actuator faults. Existing approaches, such as adaptive backstep** and nonlinear dynamic …

Robust adaptive dynamic surface control design for a flexible air-breathing hypersonic vehicle with input constraints and uncertainty

Q Zong, F Wang, B Tian, R Su - Nonlinear Dynamics, 2014 - Springer
The flight control problem of a flexible air-breathing hypersonic vehicle is presented in the
presence of input constraint and aerodynamic uncertainty. A control-oriented model, where …

Safe intermittent reinforcement learning with static and dynamic event generators

Y Yang, KG Vamvoudakis, H Modares… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
In this article, we present an intermittent framework for safe reinforcement learning (RL)
algorithms. First, we develop a barrier function-based system transformation to impose state …

Back-step** sliding mode control for missile systems based on an extended state observer

Y **a, Z Zhu, M Fu - IET control theory & applications, 2011 - IET
A novel approach combining the sliding mode control and extended state observer (ESO) is
proposed for attitude control of a missile model which is non-linear in aerodynamics …

Fault-tolerant tracking control of spacecraft with attitude-only measurement under actuator failures

B **ao, Q Hu, Y Zhang, X Huo - Journal of Guidance, Control, and …, 2014 - arc.aiaa.org
This paper investigates the velocity-measurement-free feedback control problem associated
with attitude tracking for a rigid spacecraft in the presence of both actuator failures and …

Adaptive fuzzy control for a class of stochastic strict feedback high-order nonlinear systems with full-state constraints

N Wang, F Tao, Z Fu, S Song - IEEE Transactions on Systems …, 2020 - ieeexplore.ieee.org
In this article, the problem of adaptive fuzzy control for stochastic high-order nonlinear
systems with full-state constraints of the strict-feedback structure was investigated. The …

Fuzzy adaptive fault-tolerant output feedback attitude-tracking control of rigid spacecraft

B Huo, Y **a, L Yin, M Fu - IEEE Transactions on Systems, Man …, 2016 - ieeexplore.ieee.org
This paper proposes a stable adaptive fuzzy fault-tolerant attitude-tracking controller for a
rigid spacecraft in the presence of unavailable velocities, external disturbance, actuator …