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

Hamzah, N.H.; Yaacob, S.; Junoh, A.K.; Hasan, M.Z.

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

Hamzah, N.H.; Yaacob, S.; Junoh, A.K.; Hasan, M.Z.

URI: https://doi.org/10.1051/matecconf/201815006010
https://www.matec-conferences.org/articles/matecconf/abs/2018/09/matecconf_mucet2018_06010/matecconf_mucet2018_06010.html
https://www.scopus.com/record/display.uri?eid=2-s2.0-85042783387&doi=10.1051%2fmatecconf%2f201815006010&origin=inward&txGid=a7759c47b57796c6bd8c5278e2f1f920
http://ir.unikl.edu.my/jspui/handle/123456789/23207

Date: 2018-02

Abstract:

his 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.