An Adaptive Particle Filter for Target Tracking Based on Double Space-Resampling

Particle filter has been widely applied in nonlinear target tracking due to the ability to carry multiple hypothesis and relaxation of linearity/Gaussian assumption. In this paper, an adaptive double space-resampling particle filter is proposed to increase the efficiency and robustness of filtering...

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Bibliographic Details
Main Authors: Zheng Gong, Gang Gao, Mingang Wang
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9462148/