Visual Servo Control of Underwater Vehicles Based on Image Moments

被引：3

作者：

Zhou, Yang ^{[1
]}

Zhang, Yuanxu ^{[1
]}

Gao, Jian ^{[1
]}

An, Xuman ^{[1
]}

机构：

[1] Northwestern Polytech Univ, Sch Marine Sci & Technol, Xian, Peoples R China

来源：

2021 6TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS AND MECHATRONICS (ICARM 2021) | 2021年

基金：

中国国家自然科学基金;

关键词：

D O I：

10.1109/ICARM52023.2021.9536071

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

To solve the dynamic positioning problem of underwater vehicles for executing autonomous operation tasks, an image moments-based six degrees of freedom (DOF) visual servo control method is proposed. At first, the equations of motion of underwater vehicles are presented, and the image moments of underwater objects are introduced. Then the Jacobian matrix of image moments is derived, and the image-based visual servo control algorithm is designed, in which the feedback states are constructed by the image moments and attitude angles of the vehicle. To estimate the pitch and roll angles, a multi-layer neural network is trained to approximate the angles with image moments. The stability of the proposed visual servo control is analyzed by a Lyapunov-based method. The simulation results prove that the proposed control method has satisfactory performances for decoupled control of different DOFs with underwater targets with different shapes.

引用

页码：899 / 904

页数：6

共 13 条

[1]

Bechlioulis CP, 2013, IEEE INT C INT ROBOT, P3879, DOI 10.1109/IROS.2013.6696911

[2]

Chaumette F., 2009, IEEE T ROBOT, V20, P713

[3]

Fossen T. I, 1996, AUTOMATICA, V32, P1235

[4]

Gao J, 2015, IEEE T CYBERNETICS, V32, P1235

[5] Sliding mode adaptive neural network control for hybrid visual servoing of underwater vehicles [J].

Gao, Jian ;

An, Xuman ;

Proctor, Alison ;

Bradley, Colin .

OCEAN ENGINEERING, 2017, 142 :666-675

[6] Controlling an uninstrumented manipulator by visual servoing [J].

Marchand, E ;

Chaumette, FO ;

Spindler, F ;

Perrier, M .

INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2002, 21 (07) :635-647

[7] Point-based and region-based image moments for visual servoing of planar objects [J].

Tahri, O ;

Chaumette, F .

IEEE TRANSACTIONS ON ROBOTICS, 2005, 21 (06) :1116-1127

[8] Visual Servoing Based on Shifted Moments [J].

Tahri, Omar ;

Tamtsia, Aurelien Yeremou ;

Mezouar, Youcef ;

Demonceaux, Cedric .

IEEE TRANSACTIONS ON ROBOTICS, 2015, 31 (03) :798-804

[9] Adaptive Output-Feedback Image-Based Visual Servoing for Quadrotor Unmanned Aerial Vehicles [J].

Xie, Hui ;

Lynch, Alan E. ;

Low, Kin Huat ;

Mao, Shixin .

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2020, 28 (03) :1034-1041

[10] Partially Decoupled Image-Based Visual Servoing Using Different Sensitive Features [J].

Xu, De ;

Lu, Jinyan ;

Wang, Peng ;

Zhang, Zhengtao ;

Liang, Zize .

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 47 (08) :2233-2243

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