Adaptive particle filter for state estimation with application to non‐linear system

Abstract Particle filtering (PF) has certain application value, but the disadvantage is that there is a phenomenon of particle degradation. In order to reduce the impact of this problem, this paper presents a new adaptive PF approach to improve the estimate accuracy. From the perspective of selectin...

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Bibliographic Details
Main Authors: Fangfang Zhao, Ruijie Cai
Format: Article
Language:English
Published: Hindawi-IET 2022-12-01
Series:IET Signal Processing
Online Access:https://doi.org/10.1049/sil2.12147