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Activity Number: 37
Type: Invited
Date/Time: Sunday, August 3, 2008 : 4:00 PM to 5:50 PM
Sponsor: Section on Bayesian Statistical Science
Abstract - #300397
Title: Tracking Space Junk
Author(s): Dave Higdon*+ and Earl Lawrence
Companies: Los Alamos National Laboratory and Los Alamos National Laboratory
Address: , , ,
Keywords: filtering ; Markov chain Monte Carlo ; model selection
Abstract:

There are currently thousands of resident space objects orbiting the planet, and this number will grow substantially over the coming years. The challenge is to track these objects with the help of physical observations as well as computational models for their trajectories. This task is made difficult by limited observational resources, and by external factors such as atmospheric conditions and space weather that can alter an object's trajectory. In this talk we develop a Bayesian modeling approach that combines these deterministic simulation models with observations to track multiple objects.


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Revised September, 2008