Path following of an Underactuated AUV Based on Fuzzy Backstepping Sliding Mode Control

This paper addresses the path following problem of an underactuated autonomous underwater vehicle (AUV) with the aim of dealing with parameter uncertainties and current disturbances. An adaptive robust control system was proposed by employing fuzzy logic, backstepping and sliding mode control theory...

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Main Authors: Xiao Liang, Lei Wan, James I.R. Blake, R. Ajit Shenoi, Nicholas Townsend
Format: Article
Language:English
Published: SAGE Publishing 2016-06-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.5772/64065
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spelling doaj-44d8eee4841c4b5a944054b789e0e8602020-11-25T03:24:36ZengSAGE PublishingInternational Journal of Advanced Robotic Systems1729-88142016-06-011310.5772/6406510.5772_64065Path following of an Underactuated AUV Based on Fuzzy Backstepping Sliding Mode ControlXiao Liang0Lei Wan1James I.R. Blake2R. Ajit Shenoi3Nicholas Townsend4 Dalian Maritime University, China Harbin Engineering University, China University of Southampton, UK University of Southampton, UK University of Southampton, UKThis paper addresses the path following problem of an underactuated autonomous underwater vehicle (AUV) with the aim of dealing with parameter uncertainties and current disturbances. An adaptive robust control system was proposed by employing fuzzy logic, backstepping and sliding mode control theory. Fuzzy logic theory is adopted to approximate unknown system function, and the controller was designed by combining sliding mode control with backstepping thought. Firstly, the longitudinal speed was controlled, then the yaw angle was made as input of path following error to design the calm function and the change rate of path parameters. The controller stability was proved by Lyapunov stable theory. Simulation and outfield tests were conducted and the results showed that the controller is of excellent adaptability and robustness in the presence of parameter uncertainties and external disturbances. It is also shown to be able to avoid the chattering of AUV actuators.https://doi.org/10.5772/64065
collection DOAJ
language English
format Article
sources DOAJ
author Xiao Liang
Lei Wan
James I.R. Blake
R. Ajit Shenoi
Nicholas Townsend
spellingShingle Xiao Liang
Lei Wan
James I.R. Blake
R. Ajit Shenoi
Nicholas Townsend
Path following of an Underactuated AUV Based on Fuzzy Backstepping Sliding Mode Control
International Journal of Advanced Robotic Systems
author_facet Xiao Liang
Lei Wan
James I.R. Blake
R. Ajit Shenoi
Nicholas Townsend
author_sort Xiao Liang
title Path following of an Underactuated AUV Based on Fuzzy Backstepping Sliding Mode Control
title_short Path following of an Underactuated AUV Based on Fuzzy Backstepping Sliding Mode Control
title_full Path following of an Underactuated AUV Based on Fuzzy Backstepping Sliding Mode Control
title_fullStr Path following of an Underactuated AUV Based on Fuzzy Backstepping Sliding Mode Control
title_full_unstemmed Path following of an Underactuated AUV Based on Fuzzy Backstepping Sliding Mode Control
title_sort path following of an underactuated auv based on fuzzy backstepping sliding mode control
publisher SAGE Publishing
series International Journal of Advanced Robotic Systems
issn 1729-8814
publishDate 2016-06-01
description This paper addresses the path following problem of an underactuated autonomous underwater vehicle (AUV) with the aim of dealing with parameter uncertainties and current disturbances. An adaptive robust control system was proposed by employing fuzzy logic, backstepping and sliding mode control theory. Fuzzy logic theory is adopted to approximate unknown system function, and the controller was designed by combining sliding mode control with backstepping thought. Firstly, the longitudinal speed was controlled, then the yaw angle was made as input of path following error to design the calm function and the change rate of path parameters. The controller stability was proved by Lyapunov stable theory. Simulation and outfield tests were conducted and the results showed that the controller is of excellent adaptability and robustness in the presence of parameter uncertainties and external disturbances. It is also shown to be able to avoid the chattering of AUV actuators.
url https://doi.org/10.5772/64065
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AT leiwan pathfollowingofanunderactuatedauvbasedonfuzzybacksteppingslidingmodecontrol
AT jamesirblake pathfollowingofanunderactuatedauvbasedonfuzzybacksteppingslidingmodecontrol
AT rajitshenoi pathfollowingofanunderactuatedauvbasedonfuzzybacksteppingslidingmodecontrol
AT nicholastownsend pathfollowingofanunderactuatedauvbasedonfuzzybacksteppingslidingmodecontrol
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