Research on Coordinated Robotic Motion Control Based on Fuzzy Decoupling Method in Fluidic Environments

The underwater recovery of autonomous underwater vehicles (AUV) is a process of 6-DOF motion control, which is related to characteristics with strong nonlinearity and coupling. In the recovery mission, the vehicle requires high level control accuracy. Considering an AUV called BSAV, this paper estab...

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Main Authors: Wei Zhang, Haitian Chen, Tao Chen, Zheping Yan, Hongliang Ren
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2014/820258
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spelling doaj-3588b4fa111c4980824fce0b141bd0c72020-11-24T22:49:50ZengHindawi LimitedMathematical Problems in Engineering1024-123X1563-51472014-01-01201410.1155/2014/820258820258Research on Coordinated Robotic Motion Control Based on Fuzzy Decoupling Method in Fluidic EnvironmentsWei Zhang0Haitian Chen1Tao Chen2Zheping Yan3Hongliang Ren4College of Automation, Harbin Engineering University, Harbin, Heilongjiang 150001, ChinaCollege of Automation, Harbin Engineering University, Harbin, Heilongjiang 150001, ChinaCollege of Automation, Harbin Engineering University, Harbin, Heilongjiang 150001, ChinaCollege of Automation, Harbin Engineering University, Harbin, Heilongjiang 150001, ChinaDepartment of Bioengineering, National University of Singapore, 117575, SingaporeThe underwater recovery of autonomous underwater vehicles (AUV) is a process of 6-DOF motion control, which is related to characteristics with strong nonlinearity and coupling. In the recovery mission, the vehicle requires high level control accuracy. Considering an AUV called BSAV, this paper established a kinetic model to describe the motion of AUV in the horizontal plane, which consisted of nonlinear equations. On the basis of this model, the main coupling variables were analyzed during recovery. Aiming at the strong coupling problem between the heading control and sway motion, we designed a decoupling compensator based on the fuzzy theory and the decoupling theory. We analyzed to the rules of fuzzy compensation, the input and output membership functions of fuzzy compensator, through compose operation and clear operation of fuzzy reasoning, and obtained decoupling compensation quantity. Simulation results show that the fuzzy decoupling controller effectively reduces the overshoot of the system, and improves the control precision. Through the water tank experiments and analysis of experimental data, the effectiveness and feasibility of AUV recovery movement coordinated control based on fuzzy decoupling method are validated successful, and show that the fuzzy decoupling control method has a high practical value in the recovery mission.http://dx.doi.org/10.1155/2014/820258
collection DOAJ
language English
format Article
sources DOAJ
author Wei Zhang
Haitian Chen
Tao Chen
Zheping Yan
Hongliang Ren
spellingShingle Wei Zhang
Haitian Chen
Tao Chen
Zheping Yan
Hongliang Ren
Research on Coordinated Robotic Motion Control Based on Fuzzy Decoupling Method in Fluidic Environments
Mathematical Problems in Engineering
author_facet Wei Zhang
Haitian Chen
Tao Chen
Zheping Yan
Hongliang Ren
author_sort Wei Zhang
title Research on Coordinated Robotic Motion Control Based on Fuzzy Decoupling Method in Fluidic Environments
title_short Research on Coordinated Robotic Motion Control Based on Fuzzy Decoupling Method in Fluidic Environments
title_full Research on Coordinated Robotic Motion Control Based on Fuzzy Decoupling Method in Fluidic Environments
title_fullStr Research on Coordinated Robotic Motion Control Based on Fuzzy Decoupling Method in Fluidic Environments
title_full_unstemmed Research on Coordinated Robotic Motion Control Based on Fuzzy Decoupling Method in Fluidic Environments
title_sort research on coordinated robotic motion control based on fuzzy decoupling method in fluidic environments
publisher Hindawi Limited
series Mathematical Problems in Engineering
issn 1024-123X
1563-5147
publishDate 2014-01-01
description The underwater recovery of autonomous underwater vehicles (AUV) is a process of 6-DOF motion control, which is related to characteristics with strong nonlinearity and coupling. In the recovery mission, the vehicle requires high level control accuracy. Considering an AUV called BSAV, this paper established a kinetic model to describe the motion of AUV in the horizontal plane, which consisted of nonlinear equations. On the basis of this model, the main coupling variables were analyzed during recovery. Aiming at the strong coupling problem between the heading control and sway motion, we designed a decoupling compensator based on the fuzzy theory and the decoupling theory. We analyzed to the rules of fuzzy compensation, the input and output membership functions of fuzzy compensator, through compose operation and clear operation of fuzzy reasoning, and obtained decoupling compensation quantity. Simulation results show that the fuzzy decoupling controller effectively reduces the overshoot of the system, and improves the control precision. Through the water tank experiments and analysis of experimental data, the effectiveness and feasibility of AUV recovery movement coordinated control based on fuzzy decoupling method are validated successful, and show that the fuzzy decoupling control method has a high practical value in the recovery mission.
url http://dx.doi.org/10.1155/2014/820258
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AT taochen researchoncoordinatedroboticmotioncontrolbasedonfuzzydecouplingmethodinfluidicenvironments
AT zhepingyan researchoncoordinatedroboticmotioncontrolbasedonfuzzydecouplingmethodinfluidicenvironments
AT hongliangren researchoncoordinatedroboticmotioncontrolbasedonfuzzydecouplingmethodinfluidicenvironments
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