Nonlinear Predictive Control With End Point Constraints

The optimal nonlinear predictive control structure with end point constraints is presented, which provides asymptotic tracking of smooth reference trajectories. The controller is based on a finite horizon continuous time minimization of nonlinear predicted tracking errors. A key feature of the contr...

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Main Author: R. Hedjar
Format: Article
Language:English
Published: Sultan Qaboos University 2006-12-01
Series:The Journal of Engineering Research
Subjects:
Online Access:https://journals.squ.edu.om/index.php/tjer/article/view/41
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author R. Hedjar
author_facet R. Hedjar
author_sort R. Hedjar
collection DOAJ
description The optimal nonlinear predictive control structure with end point constraints is presented, which provides asymptotic tracking of smooth reference trajectories. The controller is based on a finite horizon continuous time minimization of nonlinear predicted tracking errors. A key feature of the control law is that its implementation does not need to perform an online optimization, and asymptotic tracking of smooth reference signal is guaranteed. The proposed control scheme is applied to planning motions problem of a mobile robot. Simulations results are performed to validate the tracking performance of the proposed controller.
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spelling doaj.art-ea5e31648eb840889b191bcf22cee4e72022-12-22T01:38:10ZengSultan Qaboos UniversityThe Journal of Engineering Research1726-60091726-67422006-12-0131697410.24200/tjer.vol3iss1pp69-7441Nonlinear Predictive Control With End Point ConstraintsR. Hedjar0Computer Engineering Department, College of Computer and Information Sciences - King Saud University, P.O.Box 51178- Riyadh 11543, Saudi ArabiaThe optimal nonlinear predictive control structure with end point constraints is presented, which provides asymptotic tracking of smooth reference trajectories. The controller is based on a finite horizon continuous time minimization of nonlinear predicted tracking errors. A key feature of the control law is that its implementation does not need to perform an online optimization, and asymptotic tracking of smooth reference signal is guaranteed. The proposed control scheme is applied to planning motions problem of a mobile robot. Simulations results are performed to validate the tracking performance of the proposed controller.https://journals.squ.edu.om/index.php/tjer/article/view/41nonlinear predictive control, stability, mobile robot and tracking trajectory
spellingShingle R. Hedjar
Nonlinear Predictive Control With End Point Constraints
The Journal of Engineering Research
nonlinear predictive control, stability, mobile robot and tracking trajectory
title Nonlinear Predictive Control With End Point Constraints
title_full Nonlinear Predictive Control With End Point Constraints
title_fullStr Nonlinear Predictive Control With End Point Constraints
title_full_unstemmed Nonlinear Predictive Control With End Point Constraints
title_short Nonlinear Predictive Control With End Point Constraints
title_sort nonlinear predictive control with end point constraints
topic nonlinear predictive control, stability, mobile robot and tracking trajectory
url https://journals.squ.edu.om/index.php/tjer/article/view/41
work_keys_str_mv AT rhedjar nonlinearpredictivecontrolwithendpointconstraints