Continuous discrete cubature quadrature Kalman filter

In this paper, cubature quadrature Kalman filter algorithm has been reformulated for nonlinear state space model of continuous‐discrete nature. The developed method is named as continuous‐discrete cubature quadrature Kalman filter (CD‐CQKF). The formulated algorithm has been applied to track the tra...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Asian journal of control 2022-01, Vol.24 (1), p.483-493
1. Verfasser: Swati
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:In this paper, cubature quadrature Kalman filter algorithm has been reformulated for nonlinear state space model of continuous‐discrete nature. The developed method is named as continuous‐discrete cubature quadrature Kalman filter (CD‐CQKF). The formulated algorithm has been applied to track the trajectory of an aircraft. The process is described with coordinated turn model. From the simulation result, it has been observed that the developed CD‐CQKF provides better estimation compared with continuous‐discrete cubature Kalman filter.
ISSN:1561-8625
1934-6093
DOI:10.1002/asjc.2505