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20102022
most citedOn Particle Methods for Parameter Estimation in State-Space Models

362 citations · 635 across the 29 of their papers we have counts for

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Showing 2014 · stat.APShow all

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stat.AP2014★ 20 cited

Bayesian tracking and parameter learning for non-linear multiple target tracking models

Lan Jiang, Sumeetpal S. Singh, Sinan Yıldırım

We propose a new Bayesian tracking and parameter learning algorithm for non-linear non-Gaussian multiple target tracking (MTT) models. We design a Markov chain Monte Carlo (MCMC) a…