Articles with "neuro observer" as a keyword



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Neuro-observer based control of double gimbal control moment gyro systems

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Published in 2021 at "Aerospace Science and Technology"

DOI: 10.1016/j.ast.2020.106467

Abstract: Abstract In this paper, a new third-order nonlinear dynamics solving the mismatched problem is proposed for double gimbal control moment gyros (DGCMGs) affected by friction and coupling torques, unmodeled dynamics, or parameter uncertainties; the new… read more here.

Keywords: control; control moment; neuro observer; gimbal control ... See more keywords
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Neuro observer-based control of pure feedback MIMO systems with unknown control direction

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Published in 2017 at "Iet Control Theory and Applications"

DOI: 10.1049/iet-cta.2016.0991

Abstract: This study focuses on the problem of neural network (NN)-based tracking control for a class of uncertain multiple-input multiple-output non-linear systems in pure feedback form. An observer based on K-filters, is introduced to estimate immeasurable… read more here.

Keywords: neuro observer; control pure; control; observer based ... See more keywords