A Student’s t Mixture Probability Hypothesis Density Filter for Multi-Target Tracking with Outliers

In multi-target tracking, the outliers-corrupted process and measurement noises can reduce the performance of the probability hypothesis density (PHD) filter severely. To solve the problem, this paper proposed a novel PHD filter, called Student’s t mixture PHD (STM-PHD) filter. The proposed filter m...

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Bibliographic Details
Main Authors: Zhuowei Liu, Shuxin Chen, Hao Wu, Renke He, Lin Hao
Format: Article
Language:English
Published: MDPI AG 2018-04-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/18/4/1095