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1. Identity statement
Reference TypeConference Paper (Conference Proceedings)
Sitemtc-m21d.sid.inpe.br
Holder Codeisadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S
Identifier8JMKD3MGP3W34T/47LCMAE
Repositorysid.inpe.br/mtc-m21d/2022/09.19.14.26
Last Update2022:09.19.14.26.22 (UTC) simone
Metadata Repositorysid.inpe.br/mtc-m21d/2022/09.19.14.26.22
Metadata Last Update2023:01.03.16.46.16 (UTC) administrator
Secondary KeyINPE--PRE/
Citation KeySilvaGaPaKuZaBa:2022:AtEsUs
TitleAttitude estimation using extended h-infinity particle filter applied to China-Brazil Earth Resource Satellilte-4
Year2022
Access Date2024, May 14
Secondary TypePRE CI
Number of Files1
Size36 KiB
2. Context
Author1 Silva, William
2 Garcia, Roberta
3 Pardal, Paula
4 Kuga, Hélio Koiti
5 Zanardi, Maria
6 Baroni, Leandro
Resume Identifier1
2
3
4 8JMKD3MGP5W/3C9JHC9
Group1
2
3
4 DIMEC-CGCE-INPE-MCTI-GOV-BR
Affiliation1 Universidade de Brasília (UnB)
2 Universidade de São Paulo (USP)
3 Universidade de São Paulo (USP)
4 Instituto Nacional de Pesquisas Espaciais (INPE)
5 Universidade Estadual Paulista (UNESP)
6 Universidade Federal do ABC (UFABC)
Author e-Mail Address1 reis.william@unb.br
2 robertagarcia@usp.br
3 paulapardal@usp.br
4 hkakinha@hotmail.com
5 mceciliazanardi@gmail.com
6 leandro.baroni@ufabc.edu.br
Conference NameInternational Astronautical Congress, 73
Conference LocationParis, France
Date18-22 Sept. 2022
PublisherIAF
History (UTC)2022-09-19 14:26:22 :: simone -> administrator ::
2023-01-03 16:46:16 :: administrator -> simone :: 2022
3. Content and structure
Is the master or a copy?is the master
Content Stagecompleted
Transferable1
Content TypeExternal Contribution
AbstractIn this resource, a comparison is made between the Extended H-Infinity Particle Filter (EHInfPF) and the Particle Filter (PF) both applied to attitude estimation using simulated orbit and attitude measurement data for CBERS-4 (China Brazil Earth Resources Satellite 4) recently in operation. A common problem that often occurs with the particulate filter (PF) is the sample impoverishment. Using a small number of particles, at some point after resampling, the particles will mostly collapse towards the same value. Increasing the number of N particles can solve the problem but will increase the processing time. There are other smarter ways to deal with this sample impoverishment problem, but herein one proposes to use an extension of the H-Infinity linear filter for the nonlinear case of attitude estimation with non-linearity in both the dynamics and the measurement model. The aim is to highlight and magnify the properties of the H-Infinity filter in terms of its favorable characteristics. In the EHInfPF the nature (dynamics and noises) is assumed to be perverse and actively seeks to degrade our state estimate as much as possible, but the EHInfPF deals with it aiming ultimately at robustness using a reduce number of particles for the state estimation. The dynamic attitude model is described by quaternions and the available attitude sensors using for attitude estimation are two Digital Sun Sensors (DSS) with nonlinear functions of roll, pitch, and yaw attitude angles; two Infrared Earth Sensor (IRES) with direct measurements of roll and pitch angles; and a triad of mechanical gyroscopes that provide direct incremental angles or angular velocities. The results for attitude estimation show that it is possible to achieve precision in determining attitudes within the prescribed requirements using the EHInfPF, with lower computational cost and with a smaller number of particles when compared to the standard particle filter.
AreaETES
Arrangementurlib.net > BDMCI > Fonds > Produção a partir de 2021 > CGCE > Attitude estimation using...
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4. Conditions of access and use
data URLhttp://mtc-m21d.sid.inpe.br/ibi/8JMKD3MGP3W34T/47LCMAE
zipped data URLhttp://mtc-m21d.sid.inpe.br/zip/8JMKD3MGP3W34T/47LCMAE
Languageen
Target FileIAC-22,C1,2,2,x67915.brief.pdf
User Groupsimone
Visibilityshown
Update Permissionnot transferred
5. Allied materials
Next Higher Units8JMKD3MGPCW/46KTFK8
Citing Item Listsid.inpe.br/mtc-m21/2012/07.13.14.49.46 1
Host Collectionurlib.net/www/2021/06.04.03.40
6. Notes
Empty Fieldsarchivingpolicy archivist booktitle callnumber copyholder copyright creatorhistory descriptionlevel dissemination doi e-mailaddress edition editor format isbn issn keywords label lineage mark mirrorrepository nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project publisheraddress readergroup readpermission rightsholder schedulinginformation secondarydate secondarymark serieseditor session shorttitle sponsor subject tertiarymark tertiarytype type url versiontype volume
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