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The study of particle filter for satellite angular rate estimation without rate sensor measurement

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Main Authors: Nor Hazadura, Hamzah, Sazali, Yaacob, Ahmad Kadri, Junoh, Mohd Zamri, Hasan
其他作者: hazadura@unimap.edu.my
格式: Article
語言:English
出版: EDP Sciences 2020
主題:
Particle filter
Satellite
在線閱讀:http://dspace.unimap.edu.my:80/xmlui/handle/123456789/69186
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spelling my.unimap-691862020-12-31T01:12:24Z The study of particle filter for satellite angular rate estimation without rate sensor measurement Nor Hazadura, Hamzah Sazali, Yaacob Ahmad Kadri, Junoh Mohd Zamri, Hasan hazadura@unimap.edu.my Particle filter Satellite Link to publisher's homepage at https://www.matec-conferences.org/ This paper studies particle filter algorithm to estimate the angular rate of a satellite without the rate sensor measurements. In this work, the performance of the algorithm is studied in terms of capability to estimate the angular rate by using the Euler angles attitude information only. The effects of the number of particles on the algorithm performance are also investigated in terms of accuracy and computational aspects. The performance of the particle filter algorithm is verified using real flight data of Malaysian satellite. 2020-12-31T01:12:24Z 2020-12-31T01:12:24Z 2018 Article MATEC Web of Conferences, vol.150, 2018, 6 pages 2261-236X (online) http://dspace.unimap.edu.my:80/xmlui/handle/123456789/69186 https://doi.org/10.1051/matecconf/201815006010 en Malaysia Technical Universities Conference on Engineering and Technology (MUCET 2017); EDP Sciences
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Particle filter
Satellite
spellingShingle Particle filter
Satellite
Nor Hazadura, Hamzah
Sazali, Yaacob
Ahmad Kadri, Junoh
Mohd Zamri, Hasan
The study of particle filter for satellite angular rate estimation without rate sensor measurement
description Link to publisher's homepage at https://www.matec-conferences.org/
author2 hazadura@unimap.edu.my
author_facet hazadura@unimap.edu.my
Nor Hazadura, Hamzah
Sazali, Yaacob
Ahmad Kadri, Junoh
Mohd Zamri, Hasan
format Article
author Nor Hazadura, Hamzah
Sazali, Yaacob
Ahmad Kadri, Junoh
Mohd Zamri, Hasan
author_sort Nor Hazadura, Hamzah
title The study of particle filter for satellite angular rate estimation without rate sensor measurement
title_short The study of particle filter for satellite angular rate estimation without rate sensor measurement
title_full The study of particle filter for satellite angular rate estimation without rate sensor measurement
title_fullStr The study of particle filter for satellite angular rate estimation without rate sensor measurement
title_full_unstemmed The study of particle filter for satellite angular rate estimation without rate sensor measurement
title_sort study of particle filter for satellite angular rate estimation without rate sensor measurement
publisher EDP Sciences
publishDate 2020
url http://dspace.unimap.edu.my:80/xmlui/handle/123456789/69186
_version_ 1698698570158309376
score 13.154949

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