DocumentCode
762494
Title
An alternative derivation of the modified gain function of Song and Speyer
Author
Galkowski, Peggy J. ; Islam, Mohammed A.
Author_Institution
IBM Federal Sector Div., Owego, NY, USA
Volume
36
Issue
11
fYear
1991
fDate
11/1/1991 12:00:00 AM
Firstpage
1323
Lastpage
1326
Abstract
A simpler derivation of the modified gain function for the bearings-only measurement problem as defined by T.L. Song et al. (see ibid vol.AC-30, no.30 (1985)) is presented. The form which results show the relationship between the modified gain and the standard gain. The relationship between the modified gain and the standard gain of an extended Kalman filter is shown. It is confirmed that the modified gain extended Kalman filter performs better than the standard extended Kalman filter
Keywords
Kalman filters; filtering and prediction theory; state estimation; Song; Speyer; bearings-only measurement; modified gain extended Kalman filter; state estimation; Covariance matrix; Equations; Filters; Gain measurement; Measurement standards; Noise measurement; Particle measurements; Performance gain; State estimation; Time measurement;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/9.100947
Filename
100947
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