activity
20122016
most citedBayesian tracking and parameter learning for non-linear multiple target tracking models

20 citations · 26 across the 5 of their papers we have counts for

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Showing 2012Show all

2 papers · 1 filter

stat.AP2012

Estimating the Static Parameters in Linear Gaussian Multiple Target Tracking Models

Sinan Yildirim, Lan Jiang, Sumeetpal S. Singh +1

We present both offline and online maximum likelihood estimation (MLE) techniques for inferring the static parameters of a multiple target tracking (MTT) model with linear Gaussian…

math.ST2012

Guaranteed Conservative Fixed Width Confidence Intervals Via Monte Carlo Sampling

Fred J. Hickernell, Lan Jiang, Yuewei Liu +1

Monte Carlo methods are used to approximate the means, , of random variables , whose distributions are not known explicitly. The key idea is that the average of a random samp…