Industrial applications of the kalman filter: A review

Francois Auger, Mickael Hilairet, Josep M. Guerrero, Eric Monmasson, Teresa Orlowska-Kowalska, Seiichiro Katsura

Research output: Contribution to journalArticle

200 Citations (Scopus)

Abstract

The Kalman filter (KF) has received a huge interest from the industrial electronics community and has played a key role in many engineering fields since the 1970s, ranging, without being exhaustive, trajectory estimation, state and parameter estimation for control or diagnosis, data merging, signal processing, and so on. This paper provides a brief overview of the industrial applications and implementation issues of the KF in six topics of the industrial electronics community, highlighting some relevant reference papers and giving future research trends.

Original languageEnglish
Article number6400245
Pages (from-to)5458-5471
Number of pages14
JournalIEEE Transactions on Industrial Electronics
Volume60
Issue number12
DOIs
Publication statusPublished - 2013

Fingerprint

Industrial electronics
Kalman filters
Industrial applications
State estimation
Merging
Parameter estimation
Signal processing
Trajectories

Keywords

  • Implementation issues
  • industrial applications
  • Kalman filter (KF)
  • state estimation

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Control and Systems Engineering
  • Computer Science Applications

Cite this

Auger, F., Hilairet, M., Guerrero, J. M., Monmasson, E., Orlowska-Kowalska, T., & Katsura, S. (2013). Industrial applications of the kalman filter: A review. IEEE Transactions on Industrial Electronics, 60(12), 5458-5471. [6400245]. https://doi.org/10.1109/TIE.2012.2236994

Industrial applications of the kalman filter : A review. / Auger, Francois; Hilairet, Mickael; Guerrero, Josep M.; Monmasson, Eric; Orlowska-Kowalska, Teresa; Katsura, Seiichiro.

In: IEEE Transactions on Industrial Electronics, Vol. 60, No. 12, 6400245, 2013, p. 5458-5471.

Research output: Contribution to journalArticle

Auger, F, Hilairet, M, Guerrero, JM, Monmasson, E, Orlowska-Kowalska, T & Katsura, S 2013, 'Industrial applications of the kalman filter: A review', IEEE Transactions on Industrial Electronics, vol. 60, no. 12, 6400245, pp. 5458-5471. https://doi.org/10.1109/TIE.2012.2236994
Auger F, Hilairet M, Guerrero JM, Monmasson E, Orlowska-Kowalska T, Katsura S. Industrial applications of the kalman filter: A review. IEEE Transactions on Industrial Electronics. 2013;60(12):5458-5471. 6400245. https://doi.org/10.1109/TIE.2012.2236994
Auger, Francois ; Hilairet, Mickael ; Guerrero, Josep M. ; Monmasson, Eric ; Orlowska-Kowalska, Teresa ; Katsura, Seiichiro. / Industrial applications of the kalman filter : A review. In: IEEE Transactions on Industrial Electronics. 2013 ; Vol. 60, No. 12. pp. 5458-5471.
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