Information Geometric Approach to Recursive Update in Nonlinear Filtering

The measurement update stage in the nonlinear filtering is considered in the viewpoint of information geometry, and the filtered state is considered as an optimization estimation in parameter space has been corresponded with the iteration in the statistical manifold, then a recursive method is propo...

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Bibliographic Details
Main Authors: Yubo Li, Yongqiang Cheng, Xiang Li, Xiaoqiang Hua, Yuliang Qin
Format: Article
Language:English
Published: MDPI AG 2017-01-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/19/2/54