Search Results for author: Jiangyi Liu

Found 1 papers, 0 papers with code

Particle Probability Hypothesis Density Filter based on Pairwise Markov Chains

no code implementations28 Nov 2018 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 invalid in many practical applications, and a Pairwise Markov Chain (PMC) model is more universally suitable than traditional HMC model.

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