Reproducing probability density classes on Lie groups with application to discrete-time filtering (Corresp.)

A general approach to discrete-time filtering for dynamical systems evolving in a Lie group is presented. The most general filtering solution is given by the signal probability density function conditioned on the measurements, which for nonlinear systems is usually nonparametric.

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Veröffentlicht in:IEEE transactions on information theory 1980-01, Vol.26 (1), p.124-129
Hauptverfasser: Johnson, C., Stear, E.
Format: Artikel
Sprache:eng
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Zusammenfassung:A general approach to discrete-time filtering for dynamical systems evolving in a Lie group is presented. The most general filtering solution is given by the signal probability density function conditioned on the measurements, which for nonlinear systems is usually nonparametric.
ISSN:0018-9448
1557-9654
DOI:10.1109/TIT.1980.1056128