论文标题

对人类视觉检查任务的远程操作的水下机器人的合作路径控制控制

Cooperative Path-following Control of Remotely Operated Underwater Robots for Human Visual Inspection Task

论文作者

Sato, Eito, Liu, Hailong, Sakagami, Norimitsu, Wada, Takahiro

论文摘要

远程操作的车辆(ROV)引起了人们对水下任务的关注,例如基础设施的检查和维护。 ROV操作员的工作量往往很高,即使对于熟练的运营商也是如此。因此,需要为操作员使用援助方法。这项研究的重点是人类操作员控制水下机器人沿着一定路径的任务,同时视觉检查路径附近的物体。在这样的任务中,希望手动实现轨迹控制的速度,因为视觉检查是由人类操作员执行的。但是,要分配资源进行视觉检查,希望通过协助自动控制来最大程度地减少路径跟踪的工作量。因此,这项研究的目的是开发一种合作的路径跟踪控制方法,该方法通过扩展非旋转车辆的强大路径控制控制法来实现上述任务。为了简化此问题,我们考虑了二维平面中的路径遵循和视觉对象识别任务。我们对参与者(n = 16)进行了实验,他们使用拟议的方法和手动控制完成了任务。结果表明,与手动控制相比,使用建议方法的路径遵循误差和参与者的工作量都明显小得多。此外,主观响应表明,使用提出的方法将操作员注意往往分配给对象识别而不是机器人操作任务。这些结果表明了所提出的合作路径跟踪控制方法的有效性。

Remotely operated vehicles (ROVs) have drawn much attention to underwater tasks, such as the inspection and maintenance of infrastructure. The workload of ROV operators tends to be high, even for the skilled ones. Therefore, assistance methods for the operators are desired. This study focuses on a task in which a human operator controls an underwater robot to follow a certain path while visually inspecting objects in the vicinity of the path. In such a task, it is desirable to realize the speed of trajectory control manually because the visual inspection is performed by a human operator. However, to allocate resources to visual inspection, it is desirable to minimize the workload on the path-following by assisting with the automatic control. Therefore, the objective of this study was to develop a cooperative path-following control method that achieves the above-mentioned task by expanding a robust path-following control law of nonholonomic wheeled vehicles. To simplify this problem, we considered a path-following and visual objects recognition task in a two-dimensional plane. We conducted an experiment with participants (n=16) who completed the task using the proposed method and manual control. The results showed that both the path-following errors and the workload of the participants were significantly smaller with the proposed method than with manual control. In addition, subjective responses demonstrated that operator attention tended to be allocated to objects recognition rather than robot operation tasks with the proposed method. These results indicate the effectiveness of the proposed cooperative path-following control method.

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