Analysis of Filtering Methods for Satellite Autonomous Orbit Determination Using Celestial and Geomagnetic Measurement
Joint Authors
Ning, Xiaolin
Ma, Xin
Peng, Cong
Quan, Wei
Fang, Jiancheng
Source
Mathematical Problems in Engineering
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-02-06
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Abstract EN
Satellite autonomous orbit determination (OD) is a complex process using filtering method to integrate observation and orbit dynamic equations effectively and estimate the position and velocity of a satellite.
Therefore, the filtering method plays an important role in autonomous orbit determination accuracy and time consumption.
Extended Kalman filter (EKF), unscented Kalman filter (UKF), and unscented particle filter (UPF) are three widely used filtering methods in satellite autonomous OD, owing to the nonlinearity of satellite orbit dynamic model.
The performance of the system based on these three methods is analyzed under different conditions.
Simulations show that, under the same condition, the UPF provides the highest OD accuracy but requires the highest computation burden.
Conclusions drawn by this study are useful in the design and analysis of autonomous orbit determination system of satellites.
American Psychological Association (APA)
Ning, Xiaolin& Ma, Xin& Peng, Cong& Quan, Wei& Fang, Jiancheng. 2012. Analysis of Filtering Methods for Satellite Autonomous Orbit Determination Using Celestial and Geomagnetic Measurement. Mathematical Problems in Engineering،Vol. 2012, no. 2012, pp.1-16.
https://search.emarefa.net/detail/BIM-1001456
Modern Language Association (MLA)
Ning, Xiaolin…[et al.]. Analysis of Filtering Methods for Satellite Autonomous Orbit Determination Using Celestial and Geomagnetic Measurement. Mathematical Problems in Engineering No. 2012 (2012), pp.1-16.
https://search.emarefa.net/detail/BIM-1001456
American Medical Association (AMA)
Ning, Xiaolin& Ma, Xin& Peng, Cong& Quan, Wei& Fang, Jiancheng. Analysis of Filtering Methods for Satellite Autonomous Orbit Determination Using Celestial and Geomagnetic Measurement. Mathematical Problems in Engineering. 2012. Vol. 2012, no. 2012, pp.1-16.
https://search.emarefa.net/detail/BIM-1001456
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1001456