Particle Probability Hypothesis Density Filter based on Pairwise Markov Chains

Jiangyi Liu, Chunping Wang, Wei Wang

Most multi-target tracking filters assume that one target and its observation follow a Hidden Markov Chain (HMC) model, but the implicit independence assumption of HMC model is inv…