The histogram Poisson, labeled multi-Bernoulli multi-target tracking filter

•The PLMB filter identifies each Bernoulli component with a unique track label.•The histogram-Gibbs sampler converges to each target-measurement association weight.•The proposed PLMB filter propagates a pure LMB distribution.•The Poisson distribution models only birth and it is not propagated in time.