Discrete-time adaptive backstep** nonlinear control via high-order neural networks

AY Alanis, EN Sanchez… - IEEE Transactions on …, 2007 - ieeexplore.ieee.org
This paper deals with adaptive tracking for discrete-time multiple-input-multiple-output
(MIMO) nonlinear systems in presence of bounded disturbances. In this paper, a high-order …

Decentralized discrete-time neural control for a Quanser 2-DOF helicopter

M Hernandez-Gonzalez, AY Alanis… - Applied Soft …, 2012 - Elsevier
Control design for helicopters is a complicated and challenging problem due to the strong
inter-couplings and nonlinear uncertainties in the system model. This paper deals with the …

Discrete-time recurrent high order neural networks for nonlinear identification

AY Alanis, EN Sanchez, AG Loukianov… - Journal of the Franklin …, 2010 - Elsevier
This paper focuses on the problem of discrete-time nonlinear system identification via
recurrent high order neural networks. It includes the respective stability analysis on the basis …

Real-time recurrent neural state estimation

AY Alanis, EN Sanchez, AG Loukianov… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
A nonlinear discrete-time neural observer for discrete-time unknown nonlinear systems in
presence of external disturbances and parameter uncertainties is presented. It is based on a …

[LLIBRE][B] Doubly fed induction generators: control for wind energy

EN Sanchez, R Ruiz-Cruz - 2016 - taylorfrancis.com
Doubly Fed Induction Generators: Control for Wind Energy provides a detailed source of
information on the modeling and design of controllers for the doubly fed induction generator …

[LLIBRE][B] Decentralized Neural Control: Application to Robotics

R Garcia-Hernandez, M Lopez-Franco, EN Sanchez… - 2017 - Springer
The stabilization of large-scale systems has been extensively studied over last years. In the
modeling of large-scale systems which are composed of interconnected subsystems, the …

Intelligent nonlinear observer design for a class of nonlinear discrete-time flexible joint robot

MRR Khoygani, R Ghasemi, AR Vali - Intelligent Service Robotics, 2015 - Springer
In this paper, a nonlinear intelligent observer design is applied for a class of nonlinear
discrete-time flexible joint robot (DFJR) dynamic system based on artificial neural network …

Neural control for driving a mobile robot integrating stereo vision feedback

M Lopez-Franco, EN Sanchez, AY Alanis… - Neural Processing …, 2016 - Springer
This paper proposes a neural control integrating stereo vision feedback for driving a mobile
robot. The proposed approach consists in synthesizing a suitable inverse optimal control to …

[PDF][PDF] Real-time decentralized neural backstep** control: application to a two DOF robot manipulator

R Garcia-Hernandez, EN Sanchez… - International Journal of …, 2011 - academia.edu
This paper presents a discrete-time decentralized control scheme for trajectory tracking of a
two degrees of freedom (DOF) robot manipulator. A high order neural network (HONN) is …

Decentralized neural block control for an industrial PA10-7CE robot arm

R García-Hernández, EN Sanchez… - … Joint Conference on …, 2011 - ieeexplore.ieee.org
This paper presents a solution of the trajectory tracking problem for robotic manipulators
using a recurrent high order neural network (RHONN) structure to identify the robot arm …