An EKF-Based Fixed-Point Iterative Filter for Nonlinear Systems

In this paper, a fixed-point iterative filter developed from the classical extended Kalman filter (EKF) was proposed for general nonlinear systems. As a nonlinear filter developed from EKF, the state estimate was obtained by applying the Kalman filter to the linearized system by discarding the highe...

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Bibliographic Details
Main Authors: Xiaoliang Feng, Yuxin Feng, Chenglin Wen
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/19/8/1893