Improved multi-target tracking algorithm based on SMC-CBMeMBer for the airborne Doppler radar

Improved multi-target tracking algorithm based on SMC-CBMeMBer for the airborne Doppler radar

To effectively suppress clutter in airborne Doppler radar and improve multi-target tracking (MTT) performance, this study proposes an improved MTT algorithm based on Sequential Monte Carlo Cardinality Balanced Multi-target Multi-Bernoulli (SMC-CBMeMBer) filter. Firstly, the filter introduces Doppler...

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Bibliographic Details
Main Authors: Muyang Luo, Hemin Sun, Weihua Wu, Xin Xie, Surong Jiang
Format: Article
Language:English
Published: Wiley 2019-08-01
Series:The Journal of Engineering
Subjects:
monte carlo methods
target tracking
doppler radar
filtering theory
radar tracking
radar clutter
interference suppression
airborne radar
state estimation
filtering update stage
smc-cbmember
airborne doppler radar
sequential monte carlo cardinality balanced multitarget multibernoulli filter
doppler information
multitarget tracking algorithm
likelihood function
mtt algorithm
Online Access:https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0361

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https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0361

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