A novel adaptive filtering technique is described for a class of systems with unknown disturbances. The estimator includes both a self-tuning filter and a Kalman filter. The state estimates are employed in a closed-loop feedback control scheme which is designed via the usual linear quadratic approach. The approach was developed for application to the dynamic ship positioning control problem and has the advantage that existing nonadaptive Kalman filtering systems may be easily modified to include the self-tuning feature.
Dynamic ship positioning using a self-tuning Kalman filter
Dynamische Lageregelung fuer ein Schiff unter Verwendung eines adaptiven Kalman-Filters
IEEE Transactions on Automatic Control ; 28 , 3 ; 339-350
1983
12 Seiten, 14 Bilder, 24 Quellen
Article (Journal)
English
An Unscented Kalman Filter based wave filtering algorithm for dynamic ship positioning
Tema Archive | 2011
|A Self-Tuning Kalman Filter for Autonomous Navigation Using the Global Positioning System (GPS)
British Library Conference Proceedings | 1999
|Self-Tuning Multisensor Weighted Measurement Fusion Kalman Filter
Online Contents | 2009
|