学科分类
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2 个结果
  • 简介:为了提高标准Cubature卡尔曼滤波(CKF)的稳定性和鲁棒性,提出一种改进的多重渐消H∞滤波cubamre卡尔曼滤波算法。首先基于系统状态的可观测性给出多重渐消因子矩阵求解过程,提高滤波算法的稳定性,抑制滤波发散;其次,引入H∞鲁棒思想,构造多重渐消H∞滤波Cubature卡尔曼滤波器;最后,提出采用一种奇异分解的矩阵分解策略代替标准Cubature卡尔曼滤波中的Cholesky分解,进一步提高算法的数值稳定性。实际GPS/INS组合导航实验表明,改进的多重渐消H∞滤波Cubature卡尔曼滤波算法不仅能有效抑制滤波发散提高算法的稳定性,而且对观测野具有更高的鲁棒性;提出的新算法与标准CKF算法相比,XYZ三个方向的位置精度分别提高了55.8%,46.6%和39.7%。

  • 标签: Cubature卡尔曼滤波 多重渐消滤波 鲁棒滤波 奇异值分解 组合导航
  • 简介:DrivenbycuriosityaboutpossibleflightoptionsfortheChang’e-2spacecraftafteritremainsattheSun-EarthL2point,effectiveapproachesweredevelopedfordesigningpreliminaryfuel-optimalnear-Earthasteroidflybytrajectories.Theapproachesincludetheuseofmodifiedunstablemanifolds,gridsearchofthemanifolds’parameters,andatwo-impulsemaneuverfororbitalphasematchingandz-axisbiaschange,andaredemonstratedtobeeffectiveinasteroidtargetscreeningandtrajectoryoptimization.Asteroidflybysareexpectedtobewithinadistanceof2×107kmfromtheEarthowingtotheconstrainedEarth-spacecraftcommunicationrange.Inthiscase,thespacecraft’sorbitalmotionissignificantlyaffectedbythegravitiesofboththeSunandtheEarth,andtherefore,theconceptofthe"heliocentricoscillating-Keplerorbit"isproposed,becausetheclassicalorbitalelementsoftheflybytrajectoriesreferencedintheheliocentricinertialframeoscillatesignificantlywithrespecttotime.Theanalysisandresultspresentedinthisstudyshowthat,amongtheasteroidswhoseorbitsarethemostaccuratelypredicted,"Toutatis","2005NZ6",or"2010CL19"mightbeencounteredbyChang’e-2inlate2012or2013withtotalimpulseslessthan100m/s.

  • 标签: 近地小行星 飞行轨迹 地球 太阳 轨道运动 不稳定流形