收藏 | 手机打开

Comparison of Three Filters Space Objects Parameters Estimation via Astrometric and Photometric Data

Lingwei Li  Yiming Guo  Xiwei Wu  Cihang Wu  Bing Xiao  
【摘要】:To ensure safety for in-orbital satellites, it is important to identify space objects. Therefore, the parameters estimation problem of space objects has attracted more and more research interests in aerospace engineering. The unscented Kalman filter(UKF) and the particle filter(PF) are two common estimation methods applied to solve this problem through nonlinear filtering techniques. However, UKF has the disadvantage of low estimation accuracy and divergence. The PF has a high computational cost when applied to estimate parameters of space objects. To solve those two drawbacks, the square root cubature Kalman filter(SRCKF) is applied, which can guarantee high estimation accuracy and robustness while still reducing the computational cost.Simulation results are presented to compare those three filters' parameter estimation performance of space objects. It is seen that the SRCKF achieves better estimation accuracy than the UKF. The SRCKF and the UKF have higher computational efficiency than the PF.

中国期刊全文数据库 前20条
1 ;Target Designing of Monoenergetic Neutrons Calibration Field About keV[J];Annual Report of China Institute of Atomic Energy;2009年00期
2 黄原竟;朱蓓静;;探险者们的别样世界(英文)[J];The World of Chinese;2012年03期
3 Yan ZHANG;Xikun HONG;;Studies on the Development of Walnut Industry in Shangluo City Based on SWOT[J];Asian Agricultural Research;2014年12期
4 唐恺;朱仁传;缪国平;洪亮;;Retard function and ship motions with forward speed in time-domain[J];Journal of Hydrodynamics;2014年05期
5 操龙升;;The Diversity of Education in the World[J];海外英语;2013年02期
6 滕春贤;潘晓东;胡宪武;;A dynamic performance evaluation method based on SD-BSC[J];Journal of Harbin Institute of Technology;2007年03期
7 Mimi ZOU;;“Women Hold up Half the Sky”: Engendering the Right to Development[J];The Journal of Human Rights;2015年06期
8 Brian Morrissey;;Advertisers Look Before the Last Click[J];成功营销;2008年04期
9 ;Investigations on if-E Curve in Cyclic Derivative Chronopotentiometry (Ⅴ)——A Microcomputer-based Data Acquisition System for if-E Curve Measurements[J];Chemical Research in Chinese Universities;1992年02期
10 ;Comparative Study on the Methods for Extracting Polysaccharides from FRUCTUS MORI[J];Medicinal Plant;2012年03期
11 ;A Method of Evaluating Discrepant Data[J];Annual Report of China Institute of Atomic Energy;2007年00期
12 SONG Jianlan;;Help Those Missing from the Table——Confronting Gender Issues in New Looks[J];Bulletin of the Chinese Academy of Sciences;2019年04期
13 瓦丽叶·阿不都瓦依提;;A comparison between “Product Approach”and “Process Approach”[J];校园英语;2017年31期
14 Peter Hare;;From the Editor[J];Teaching English in China;1999年03期
15 蒋丽平;;The Dissemination, Influence, and Reception of the Modern Western Translation Theories in China[J];海外英语;2017年20期
16 石建军;马念杰;詹平;张典礼;;Study on the material character steel big-end bolt[J];Journal of Coal Science & Engineering(China);2008年04期
17 郭芙;;Good Points and Bad Points[J];中学英语园地(高三版);2007年02期
18 CHENG Tingting;GAO Wensheng;ZHAO Yuming;;Research on Online Monitoring Methods on SF_6 Circuit Breakers[J];高压电器;2019年03期
19 Abid Karim;A New Method to Measure the Coupling Efficiency of Waveguide Photodetector[J];光学学报;2003年S1期
20 卢婷;;A Historic Review on Bilingualism and its Cognitive Function[J];海外英语;2012年05期
中国重要会议论文全文数据库 前20条
1 Lingwei Li;Yiming Guo;Xiwei Wu;Cihang Wu;Bing Xiao;;Comparison of Three Filters Space Objects Parameters Estimation via Astrometric and Photometric Data[A];第40届中国控制会议论文集(3)[C];2021年
2 Minmin Qu;Jia Chen;Hua Xu;Jianwei Xie;;A new genotoxicity evaluation method based on the γ-H2AX using chromatography-triple quadrupole tandem mass spectrometry[A];2018年中国质谱学术大会(CMSC 2018)论文集[C];2018年
3 ;Research on Global Fuzzy Control Method over Reactor Power[A];第24届中国控制与决策会议论文集[C];2012年
4 Zhang Libo;Zhao Dongfeng;He Junting;;Research of Distributed Vehicle Electronic and Electrical Architecture[A];2014中国汽车工程学会年会论文集[C];2014年
6 ;Dahlin Algorithm Design and Simulation for Time-delay System[A];2009中国控制与决策会议论文集(3)[C];2009年
7 ;Design and synthesis of a photocleavable prodrug of 5-Fluorouracil for targeted drug delivery system[A];中国化学会第十二届全国氟化学会议论文摘要集[C];2012年
8 ;Active Suspension System Based on LMS Adaptive Fuzzy Algorithm[A];第二十六届中国控制会议论文集[C];2007年
10 Takashi Tatsumi;;Design of Zeolite Catalysts for Selective Production of Propylene- Catalysts for Naphtha Cracking and MTO Reaction[A];第十六届全国分子筛大会论文集[C];2011年
11 ;A Fuzzy Control Method for Ball Mill System based on Fill Level Soft Sensor[A];2009中国控制与决策会议论文集(3)[C];2009年
12 ;A New Dynamic Decoupling Control Method Based on Fuzzy Neural Network[A];第25届中国控制会议论文集(中册)[C];2006年
13 ;Study of the Physics Package for High Performance Rubidium Frequency Standards[A];第三届中国卫星导航学术年会电子文集——S04原子钟技术与时频系统[C];2012年
14 周德新;李伟;;Research method of circuit fault diagnosis based on FCM[A];2009年中国智能自动化会议论文集(第六分册)[中南大学学报(增刊)][C];2009年
15 Chang Haijuan;Pang Liping;;Temperature and Humidity Control Strategy for Spacecraft Cabin based on Humidity Priority[A];proceedings of 2010 3rd International Conference on Computer and Electrical Engineering (ICCEE 2010 no.1)[C];2012年
16 ZHENG Liu;ZENG Hengliang;WANG Huachuang;XU Bo;HU Jinlong;;Visible polarization image fusion with non-subsampled Shearlets[A];国防光电子论坛第二届新型探测技术及其应用研讨会论文集[C];2015年
17 John Z.S.Chen;;Advances in Laser and Light Based Technologies in Dermatology[A];中华医学会第十五次全国皮肤性病学术会议论文集[C];2009年
18 Jie Zhang;Ping Zhang;;A Study on Harmony Search Algorithm and Applications[A];第30届中国控制与决策会议论文集(1)[C];2018年
19 ;Simulation Control of Concrete Pump Truck Boom Based on PSO and Adaptive Robust PD[A];2009中国控制与决策会议论文集(1)[C];2009年
20 Li-Hua Chen;Ming-Hui Sun;Bao-Lian Su;;Multimodal Zeolite Catalysts with Hierarchically Micro-Meso-Macroporous Structure[A];中国化学会第九届全国无机化学学术会议论文集——G无机合成[C];2015年
 快捷付款方式  订购知网充值卡  订购热线  帮助中心
  • 400-819-9993
  • 010-62982499
  • 010-62783978