Multi-Target State Extraction for the SMC-PHD Filter

The sequential Monte Carlo probability hypothesis density (SMC-PHD) filter has been demonstrated to be a favorable method for multi-target tracking. However, the time-varying target states need to be extracted from the particle approximation of the posterior PHD, which is difficult to implement due...

Full description

Bibliographic Details
Main Authors: Weijian Si, Liwei Wang, Zhiyu Qu
Format: Article
Language:English
Published: MDPI AG 2016-06-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/16/6/901