TY - GEN
T1 - Visual Servoing of a Redundant Underwater Vehicle-Manipulator System Using Receding Horizon Control
AU - Liang, Xiaomin
AU - Gao, Jian
AU - Zhao, Xinyuan
AU - Pan, Guang
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/6
Y1 - 2019/6
N2 - In recent years, underwater vehicle-manipulator systems (UVMSs), which are composed of free-moving underwater bodies and multiple degrees-of-freedom manipulators attached on the bodies, have attracted great interests in the fields of robotics and ocean engineering. In this paper, a visual servoing scheme is proposed by using receding horizon control (RHC) to control the UVMS end-effector, which is expected to complete a wide variety of interventional tasks. Firstly, the UVMS kinematic model of visual servoing is developed to describe the relationship between the image of feature points obtained by an eye-in-hand camera and the velocities of a UVMS. With consideration of system constraints, RHC is designed based on this model to make the current image approach to the desired one, which is obtained by the UVMS at the desired position. In the RHC, the cost function are properly defined by incorporating image errors and velocity inputs, and the field-of-view constraint is considered. The effectiveness of the proposed RHC-based visual servo control is tested by the simulation experiments, in which the end-effector successfully moves the desired position with visual feedback.
AB - In recent years, underwater vehicle-manipulator systems (UVMSs), which are composed of free-moving underwater bodies and multiple degrees-of-freedom manipulators attached on the bodies, have attracted great interests in the fields of robotics and ocean engineering. In this paper, a visual servoing scheme is proposed by using receding horizon control (RHC) to control the UVMS end-effector, which is expected to complete a wide variety of interventional tasks. Firstly, the UVMS kinematic model of visual servoing is developed to describe the relationship between the image of feature points obtained by an eye-in-hand camera and the velocities of a UVMS. With consideration of system constraints, RHC is designed based on this model to make the current image approach to the desired one, which is obtained by the UVMS at the desired position. In the RHC, the cost function are properly defined by incorporating image errors and velocity inputs, and the field-of-view constraint is considered. The effectiveness of the proposed RHC-based visual servo control is tested by the simulation experiments, in which the end-effector successfully moves the desired position with visual feedback.
KW - field-of-view constraint
KW - receding horizon control (RHC)
KW - Underwater vehicle manipulator system (UVM-S)
KW - visual servo control
UR - http://www.scopus.com/inward/record.url?scp=85079189213&partnerID=8YFLogxK
U2 - 10.1109/OCEANSE.2019.8866879
DO - 10.1109/OCEANSE.2019.8866879
M3 - 会议稿件
AN - SCOPUS:85079189213
T3 - OCEANS 2019 - Marseille, OCEANS Marseille 2019
BT - OCEANS 2019 - Marseille, OCEANS Marseille 2019
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2019 OCEANS - Marseille, OCEANS Marseille 2019
Y2 - 17 June 2019 through 20 June 2019
ER -