An Introduction to Kalman Filters

Autor: G C Dean
Jazyk: angličtina
Rok vydání: 1986
Předmět:
Zdroj: Measurement + Control, Vol 19 (1986)
Druh dokumentu: article
ISSN: 0020-2940
00202940
DOI: 10.1177/002029408601900204
Popis: Kalman filters are a powerful tool for reducing the effects of noise in measurements. This paper gives a no-nonsense introduction to the subject for people with A-level maths. The basic ideas of getting better estimates from many measurements are simply introduced. Thereafter, the basics are gradually developed, using worked examples, to a full Kalman filter. Wherever possible, variations, simplifications, and applications are given in the hope that the reader will be encouraged to use Kalman filter techniques
Databáze: Directory of Open Access Journals