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Fifth‐degree continuous–discrete cubature Kalman...
Journal article

Fifth‐degree continuous–discrete cubature Kalman filter for radar

Abstract

In this study, the authors extend the high‐degree cubature Kalman filter to operate with continuous‐time non‐linear stochastic systems with discrete measurements. For this purpose, they utilise two known approximations to solve the stochastic differential equation used in the modelling of continuous‐time dynamics. The first approach is grounded in an ordinary differential equations solver. The second approach is based on the Itô–Taylor …

Authors

Santos‐Díaz E; Haykin S; Hurd TR

Journal

IET Radar Sonar & Navigation, Vol. 12, No. 11, pp. 1225–1232

Publisher

Institution of Engineering and Technology (IET)

Publication Date

November 2018

DOI

10.1049/iet-rsn.2018.5148

ISSN

1751-8784