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Stabilization and Tracking of a Quadrotor Using Modified Sigmoid Sliding Mode Control

A modified sigmoid sliding mode control (MS-SMC) approach is proposed for stabilizing and tracking a quadrotor system with a nonlinear sliding surface, where the dynamics model is underactuated, highly coupled, and nonlinear. The constructed nonlinear sliding surface is based on the traditional slid...

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Autores principales: Hu, Mingyuan, Lee, Kyunghyun, Ahn, Hyeongki, Choi, Ahyeong, Kim, Hyunchang, You, Kwanho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9147314/
https://www.ncbi.nlm.nih.gov/pubmed/35632026
http://dx.doi.org/10.3390/s22103618
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author Hu, Mingyuan
Lee, Kyunghyun
Ahn, Hyeongki
Choi, Ahyeong
Kim, Hyunchang
You, Kwanho
author_facet Hu, Mingyuan
Lee, Kyunghyun
Ahn, Hyeongki
Choi, Ahyeong
Kim, Hyunchang
You, Kwanho
author_sort Hu, Mingyuan
collection PubMed
description A modified sigmoid sliding mode control (MS-SMC) approach is proposed for stabilizing and tracking a quadrotor system with a nonlinear sliding surface, where the dynamics model is underactuated, highly coupled, and nonlinear. The constructed nonlinear sliding surface is based on the traditional sliding mode surface with a modified sigmoid function, allowing the initial value to quickly reach equilibrium. A new type of nonlinear SMC is applied for performance improvement of the quadrotor using the proposed modified sigmoid sliding surface. To control the quadrotor effectively, a double-loop control method is used to design the control rate, in which the position subsystem is the outer loop, and the attitude subsystem is the inner loop.With the Lyapunov function, the stability of the overall closed-loop system is ensured by stabilizing each subsystem step by step. Moreover, from a practical point of view, the system performance under the model uncertainties and external disturbances are also considered. The simulation results show that the proposed MS-SMC performs better than the conventional sliding mode control (CSMC) and the back-stepping sliding mode control (BS-SMC) in terms of stabilization and tracking against external disturbances.
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spelling pubmed-91473142022-05-29 Stabilization and Tracking of a Quadrotor Using Modified Sigmoid Sliding Mode Control Hu, Mingyuan Lee, Kyunghyun Ahn, Hyeongki Choi, Ahyeong Kim, Hyunchang You, Kwanho Sensors (Basel) Communication A modified sigmoid sliding mode control (MS-SMC) approach is proposed for stabilizing and tracking a quadrotor system with a nonlinear sliding surface, where the dynamics model is underactuated, highly coupled, and nonlinear. The constructed nonlinear sliding surface is based on the traditional sliding mode surface with a modified sigmoid function, allowing the initial value to quickly reach equilibrium. A new type of nonlinear SMC is applied for performance improvement of the quadrotor using the proposed modified sigmoid sliding surface. To control the quadrotor effectively, a double-loop control method is used to design the control rate, in which the position subsystem is the outer loop, and the attitude subsystem is the inner loop.With the Lyapunov function, the stability of the overall closed-loop system is ensured by stabilizing each subsystem step by step. Moreover, from a practical point of view, the system performance under the model uncertainties and external disturbances are also considered. The simulation results show that the proposed MS-SMC performs better than the conventional sliding mode control (CSMC) and the back-stepping sliding mode control (BS-SMC) in terms of stabilization and tracking against external disturbances. MDPI 2022-05-10 /pmc/articles/PMC9147314/ /pubmed/35632026 http://dx.doi.org/10.3390/s22103618 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Communication
Hu, Mingyuan
Lee, Kyunghyun
Ahn, Hyeongki
Choi, Ahyeong
Kim, Hyunchang
You, Kwanho
Stabilization and Tracking of a Quadrotor Using Modified Sigmoid Sliding Mode Control
title Stabilization and Tracking of a Quadrotor Using Modified Sigmoid Sliding Mode Control
title_full Stabilization and Tracking of a Quadrotor Using Modified Sigmoid Sliding Mode Control
title_fullStr Stabilization and Tracking of a Quadrotor Using Modified Sigmoid Sliding Mode Control
title_full_unstemmed Stabilization and Tracking of a Quadrotor Using Modified Sigmoid Sliding Mode Control
title_short Stabilization and Tracking of a Quadrotor Using Modified Sigmoid Sliding Mode Control
title_sort stabilization and tracking of a quadrotor using modified sigmoid sliding mode control
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9147314/
https://www.ncbi.nlm.nih.gov/pubmed/35632026
http://dx.doi.org/10.3390/s22103618
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