Safe Inspection Tracking Control for a Tumbling Target Under Full State Constraints and Limited Thrust

IF 5.7 2区 计算机科学 Q1 ENGINEERING, AEROSPACE IEEE Transactions on Aerospace and Electronic Systems Pub Date : 2025-01-15 DOI:10.1109/TAES.2025.3530392
Kun Wang;Jianzhong Qiao;Enmei Wang;Jiakun Lei;Weijia Wang;Tao Meng
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Abstract

This article addresses the inspection tracking control problem for a tumbling target with specific safety requirements, incorporating constraints on position, attitude motion, velocity, angular velocity, and thrust limitations. To tackle this issue, methods for representing full state constraints are proposed. Specifically, attitude motion constraints under various fields of view are expressed through the plane projection, while velocity constraints are approximated using superquadratics. Consequently, position, velocity, attitude, and angular velocity constraints can each be described by a single function using the proposed representation methods. In addition, a safety filter integrated with an extended state observer (ESO) is developed, allowing for the generation of safe thrust commands through quadratic programming (QP). The safety filter incorporates estimation information from the ESO and considers the convergence dynamics of the estimation error, thereby enhancing the system's safety and robustness. Moreover, the concept of dynamic safety margin is introduced, and an improved safety filter is proposed to increase the feasibility of the QP problem. Numerical simulations are conducted to validate the effectiveness of the proposed control framework.
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全状态约束和有限推力下翻滚目标的安全检测跟踪控制
本文讨论了具有特定安全要求的翻滚目标的检测跟踪控制问题,包括位置、姿态运动、速度、角速度和推力限制的约束。为了解决这个问题,提出了表示全状态约束的方法。具体地说,在不同视场下,姿态运动约束通过平面投影表示,速度约束通过超二次方程逼近。因此,位置、速度、姿态和角速度约束可以通过使用所提出的表示方法的单个函数来描述。此外,开发了一种集成扩展状态观测器(ESO)的安全滤波器,允许通过二次规划(QP)生成安全推力命令。安全滤波器融合了ESO的估计信息,并考虑了估计误差的收敛动态,从而提高了系统的安全性和鲁棒性。引入了动态安全裕度的概念,提出了一种改进的安全滤波器,提高了QP问题的可行性。通过数值仿真验证了所提控制框架的有效性。
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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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