Constrained Visual Servoing for Capturing Adapter Rings on Tumbling Satellites With a Free-Floating Robot

IF 5.7 2区 计算机科学 Q1 ENGINEERING, AEROSPACE
Dezhi Zhang;Guocai Yang;Junhong Ji;Shaowei Fan;Minghe Jin;Hong Liu
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Abstract

This article proposes a constrained visual servoing method for the safe and reliable capture of noncooperative tumbling satellites using a free-floating space robot. The adapter ring serves as both the capture interface and the visual feature. However, during the close-range fine servoing phase, only a limited portion of the adapter ring is visible within the hand–eye camera's field of view due to its large size, leading to reduced servoing accuracy. To address this issue, a three-line structured light system is introduced in this phase to augment visual features and complement the long-range guidance provided by the monocular camera. This scheme enables visual servoing from long to close range. Moreover, the target's tumbling motion, the ring's geometric properties, and the coupled dynamics between the manipulator and the base pose significant challenges to the reliability and safety of the servoing process. To mitigate these issues, a set of constraints is formulated, including hard constraints to ensure that visual features remain within the camera's field of view and to avoid obstacles, as well as soft constraints to maintain continuous communication with the ground station and minimize impact forces at the moment of capture. To manage these constraints and regulate the system in real time, a motion planner employing nonlinear model-predictive control is developed, supported by differential models of visual features. Furthermore, a low-level joint controller based on quadratic programming ensures accurate tracking of planned trajectories while adhering to torque limits. Simulation results validate the effectiveness of the proposed method.
用自由漂浮机器人捕获翻滚卫星适配器环的约束视觉伺服
本文提出了一种约束视觉伺服方法,用于自由漂浮空间机器人安全可靠地捕获非合作翻滚卫星。适配器环既充当捕获接口,又充当视觉特征。然而,在近距离精细伺服阶段,由于其较大的尺寸,只有一小部分适配器环在手眼相机的视场内可见,导致伺服精度降低。为了解决这个问题,本阶段引入了一个三线结构光系统,以增强视觉特征,并补充单目摄像机提供的远程制导。该方案可以实现从远距离到近距离的视觉伺服。此外,目标的翻滚运动、环的几何特性以及机械手与基座之间的耦合动力学对伺服过程的可靠性和安全性提出了重大挑战。为了缓解这些问题,我们制定了一组约束,包括硬约束,以确保视觉特征保持在相机的视野内,并避免障碍物,以及软约束,以保持与地面站的持续通信,并在捕获时刻最大限度地减少冲击力。为了管理这些约束并实时调节系统,在视觉特征差分模型的支持下,开发了一种采用非线性模型预测控制的运动规划器。此外,基于二次规划的低级联合控制器确保在遵守扭矩限制的情况下精确跟踪规划轨迹。仿真结果验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.80
自引率
13.60%
发文量
433
审稿时长
8.7 months
期刊介绍: IEEE Transactions on Aerospace and Electronic Systems focuses on the organization, design, development, integration, and operation of complex systems for space, air, ocean, or ground environment. These systems include, but are not limited to, navigation, avionics, spacecraft, aerospace power, radar, sonar, telemetry, defense, transportation, automated testing, and command and control.
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