Iterative Diffusion-Based Distributed Cubature Gaussian Mixture Filter for Multisensor Estimation

In this paper, a distributed cubature Gaussian mixture filter (DCGMF) based on an iterative diffusion strategy (DCGMF-ID) is proposed for multisensor estimation and information fusion. The uncertainties are represented as Gaussian mixtures at each sensor node. A high-degree cubature Kalman filter pr...

Full description

Bibliographic Details
Main Authors: Bin Jia, Tao Sun, Ming Xin
Format: Article
Language:English
Published: MDPI AG 2016-10-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/16/10/1741