RELATIVE MOTION PARAMETERS ESTIMATION OF A NON-COOPERATIVE SPACECRAFT FROM VISUAL INFORMATION

Pub Date : 2023-06-09 DOI:10.15407/knit2023.03.016
N. Salnikov, S. Melnychuk, V. Gubarev, L. Maksymuk, V. Shevchenko
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Abstract

In this work, we consider the problem of determining parameters of the relative motion of a non-cooperative spacecraft (NSC), which is in free uncontrolled motion, based on the results of measuring the distance to this vehicle and its attitude quaternion. The measurements are assumed to be made by some computer vision system (CVS). A specific type of СVS is not considered. It is supposed the CVS measures the distance and attitude of the so-called graphical reference frame rigidly fixed on the NSC. The parameters of relative motion include the distance vector to the center of mass (c.m.) of the NSC, the attitude quaternion of the principal inertia axes of the NSC relative to the CVS reference frame, the attitude quaternion of the graphical reference frame relative to the NSC principal reference frame, the ratio of the inertia moments, the position vector of the c.m. in the graphical reference frame. The problem is solved using a dynamic filter based on the ellipsoidal estimation method. The method implies knowledge of the maximum values of the measurement noise only, the stochastic noise characteristics are not assumed to be known and therefore are not used. The properties of the proposed algorithm have been demonstrated using numerical simulations. The results obtained are supposed to be used in the development, creation, and testing of a navigation system for the rendezvous and docking of a service spacecraft, developed by a group of enterprises in the space industry of Ukraine under the leadership of the Limited Liability Company “Kurs–Orbital”.
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基于视觉信息的非合作航天器相对运动参数估计
本文研究了非合作航天器(non-cooperative spacecraft, NSC)的相对运动参数的确定问题,该航天器处于自由不受控制的运动状态,基于对其距离和姿态四元数的测量结果。假设测量是由计算机视觉系统(CVS)完成的。不考虑特定类型的СVS。假定CVS测量的是固定在NSC上的所谓图形参照系的距离和姿态。相对运动参数包括NSC到质心的距离矢量(cm)、NSC主惯量轴相对于CVS参照系的姿态四元数、图形参照系相对于NSC主参照系的姿态四元数、惯性矩比、cm在图形参照系中的位置矢量。采用基于椭球估计的动态滤波方法解决了这一问题。该方法只要求知道测量噪声的最大值,不假设随机噪声特性是已知的,因此不使用。通过数值模拟验证了所提算法的性能。所获得的成果将用于开发、创建和测试服务航天器交会对接导航系统,该系统由乌克兰航天工业企业集团在“Kurs-Orbital”有限责任公司的领导下开发。
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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