Affiliation(s): 1State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou 310027, China;
moreAffiliation(s): 1State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou 310027, China; 2Ningbo Research Institute, Zhejiang University, Ningbo 315100, China; 3Nanjing Research Institute of Electronics Technology, Nanjing, China;
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Zhangpeng TU1, Yuanchao ZHU1,3, Xin WU1, Canjun YANG1,2. A unified shared control architecture for underwater vehicle-manipulator systems using task priority[J]. Frontiers of Information Technology & Electronic Engineering,in press.https://doi.org/10.1631/FITEE.2400471
@article{title="A unified shared control architecture for underwater vehicle-manipulator systems using task priority", author="Zhangpeng TU1, Yuanchao ZHU1,3, Xin WU1, Canjun YANG1,2", journal="Frontiers of Information Technology & Electronic Engineering", year="in press", publisher="Zhejiang University Press & Springer", doi="https://doi.org/10.1631/FITEE.2400471" }
%0 Journal Article %T A unified shared control architecture for underwater vehicle-manipulator systems using task priority %A Zhangpeng TU1 %A Yuanchao ZHU1 %A 3 %A Xin WU1 %A Canjun YANG1 %A 2 %J Frontiers of Information Technology & Electronic Engineering %P %@ 2095-9184 %D in press %I Zhejiang University Press & Springer doi="https://doi.org/10.1631/FITEE.2400471"
TY - JOUR T1 - A unified shared control architecture for underwater vehicle-manipulator systems using task priority A1 - Zhangpeng TU1 A1 - Yuanchao ZHU1 A1 - 3 A1 - Xin WU1 A1 - Canjun YANG1 A1 - 2 J0 - Frontiers of Information Technology & Electronic Engineering SP - EP - %@ 2095-9184 Y1 - in press PB - Zhejiang University Press & Springer ER - doi="https://doi.org/10.1631/FITEE.2400471"
Abstract: It is challenging for underwater vehicle-manipulator systems (UVMSs) to operate autonomously in unstructured underwater environments. Relying solely on teleoperation for both the underwater vehicle (UV) and underwater manipulator (UM) imposes a considerable cognitive and physical burden on the operator. In this paper, we propose a unified shared control (USC) architecture for the UVMS, integrating divisible shared control (DSC) and interactive shared control (ISC) to alleviate the operator ’ s workload. By applying task priority based on DSC, we divide the whole-body task into constraints, operation, and posture optimization subtasks. The robot autonomously avoids self-collisions and adjusts its posture according to the user ’ s visual preferences. ISC incorporates haptic feedback to enhance human-robot collaboration, seamlessly integrating it into the operation task via a whole-body controller for the UVMS. Simulations and pool experiments were conducted to verify the feasibility of the method.Compared to manual control (MC), the proposed method reduced completion time by 17.27%, operator input by 28.55%, and cognitive load by 35.52% in simulations, with corresponding reductions of 22.85%, 31.13%, and 29.91% in pool experiments. Subjective measurements demonstrate the reduction in operator workload with the proposed method.
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