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小行星探测器着陆段自主光学导航方法研究

Reseach on Autonomous Optical Navigation Scheme in Asteroid Probe Landing Period

【作者】 陈阳

【导师】 马广富;

【作者基本信息】 哈尔滨工业大学 , 控制科学与工程, 2013, 硕士

【摘要】 随着美国“发现计划”和日本MUSES-C计划的顺利进行,旨在揭示太阳系成因和生命起源的小行星探测活动越来越受到各国重视,成为了深空探测活动的一个重要分支。小行星探测器着陆段具有动力学环境复杂,与地面控制站距离远,通信延迟大,要求着陆精度高等特点,对探测器的制导与控制能力,特别是自主导航能力提出了很高的要求。对自主导航方法的研究成为了小行星探测研究的重要课题。本文以小行星探测任务中着陆段为研究背景,对自主光学导航方法进行了研究。首先介绍了光学导航方法的测量模型,以及利用导航相机和测距仪组合的基于矢量测量导航的相对位置姿态确定方法,同时给出了小行星表面光学特征点的提取方法。针对基于矢量测量的光学导航方法在测量大噪声的情况下导航精度低的问题,对导航滤波方法进行了研究。建立了小行星探测器着陆段动力学方程后,设计了基于EKF和UKF方法的导航滤波器,对系统状态进行估计。针对着陆过程中测距仪噪声为时变噪声的特点,设计了基于简化的Sage-Husa自适应滤波方法的导航滤波器。以Eros433小行星探测为例,通过建立引力场模型和制导律,对各种滤波方法进行了仿真对比分析。针对基于矢量测量的光学导航方法测距仪定位精度低的问题,对基于视线测量的相对导航方法进行了研究。这种方法在获得小行星表面特征路标视线角信息后,利用非线性估计理论和导航滤波算法来确定探测器的相对位置,速度和姿态。针对高斯最小二乘微分修正算法(GLSDC)计算量大的缺点,利用参考特征点相对距离在不同参考系下不变这一几何关系,提出了一种位置姿态解耦算法。仿真结果表明,这种方法与GLSDC算法相比,在保证导航精度不变的前提下,能够减少单次位置姿态的解算时间,可以提高导航的实时性。

【Abstract】 With the success of the U.S."discovery plan" and the Japanese MUSES-C project,asteroid exploration activities designed to revealing the solar system and the origins oflife have attracted research institutes’ attention in many countries. Asteroid explorationactivities have became an important branch of deep space exploration. The feature ofasteroid explorantion landing segment include a complex dynamic environment, a longdistance between ground control station and probe, communication delay and highprecision landing demanding. These characteristics have high requirements of guidanceand control capabilities, especially autonomous navigation. Research on autonomousnavigation method has become an important research topic in asteroid probe.In this paper, asteroid exploration mission landing segment as the researchbackground, optical navigation methods were studied. At the beginning, the model ofoptical navigation measuring and vector measurement method for determining therelative position and attitude based on the use of a combination of navigationrangefinder and cameras were introduced. At the same time, a method of extracting andtracking optical features was introduced here.The navigation filtering methods were studied here,by reason that the navigationmethod based on optical vector measurement accuaracy was not high with a strongnoise environment. After the establishing of the asteroid probe landing paragraghkinetic equation, the navigation filters based on EKF and UKF were designed. As therangefinder noise characteristics are time-varying during the descent of the probe, anavigation filters was designed using a simplified Sage-Husa adaptive filtering method.Gravitational field model and guidance law were designed as a case study of Eros433asteroid detection. Various filtering methods were tested in this model.Navigation measurement methods based on the line of sight were studied here. Themethod use nonlinear estimation algorithm and filtering algorithm to determine therelative position, velocity and attitude of the probe. For Gaussian least squaresdifferential correction algorithm (GLSDC) shortcoming of computationally intensive, aposition and orientation decoupling algorithm was designed here, based on theralationship between the distance in different coordinate systems. Simulation resultsshow that this method compared with GLSDC algorithms, while ensuring the samenavigation accuracy, can reduce the solver time and impove navigation instantaneity.

  • 【分类号】V476.4
  • 【被引频次】7
  • 【下载频次】462
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