Efficient Approximation of the Labeled Multi-Bernoulli Filter for Online Multitarget Tracking

Online tracking time-varying number of targets is a challenging issue due to measurement noise, target birth or death, and association uncertainty, especially when target number is large. In this paper, we propose an efficient approximation of the Labeled Multi-Bernoulli (LMB) filter to perform onli...

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Bibliographic Details
Main Authors: Ping Wang, Liang Ma, Kai Xue
Format: Article
Language:English
Published: Hindawi Limited 2017-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2017/8742897