Model Predictive Control-Based Guidance and Control System for Simultaneous Multi-Satellite Assembly in Proximity Operation

M. Atallah, M. Okasha, Tarek N. Dief, F. Omar
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引用次数: 4

Abstract

This paper proposes a Model Predictive Control (MPC) framework for designing a guidance and control (G&C) system for multi-satellite assembly in proximity operation. The control system is designed by using a linear time-invariant dynamic model for circular orbit (Hill-Clohessy-Wiltshire model). Output and input constraints are studied and implemented in linear form to reduce the computational power. A collision-free maneuver is ensured by setting a hyper-plane-rotation constraint. In addition, a new form of line-of-sight constraint is developed based on the first-order approximation of the circular cone equation to guarantee smooth docking. Moreover, control input constraints are considered by setting upper and lower bounds for each input. The robustness of the system is studied by simulating the response for elliptical orbit with different values of eccentricity. The proposed GNC is verified in three stages; first, numerical simulation has been performed, second, optimized C++ code is generated and its results are compared to simulation results, and third, the C++ code is tested on the target board to verify the ability to compute the control action within the sampling time.
基于模型预测控制的近距离多卫星装配同步制导控制系统
本文提出了一种模型预测控制(MPC)框架,用于多卫星组合近距离制导控制系统的设计。控制系统采用圆形轨道的线性定常动力学模型(Hill-Clohessy-Wiltshire模型)进行设计。输出和输入约束以线性形式进行研究和实现,以降低计算能力。通过设置超平面旋转约束来保证无碰撞机动。此外,为了保证对接的顺利进行,提出了一种新的基于一阶近似圆锥方程的视距约束形式。此外,通过设置每个输入的上界和下界来考虑控制输入约束。通过对不同偏心率的椭圆轨道响应的仿真,研究了系统的鲁棒性。建议的GNC分三个阶段进行验证;首先进行了数值模拟,其次生成了优化后的c++代码,并将其结果与仿真结果进行了比较,最后在目标板上对c++代码进行了测试,验证了其在采样时间内计算控制动作的能力。
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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