CELLO: A fast algorithm for Covariance Estimation

We present CELLO (Covariance Estimation and Learning through Likelihood Optimization), an algorithm for predicting the covariances of measurements based on any available informative features. This algorithm is intended to improve the accuracy and reliability of on-line state estimation by providing...

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Bibliographic Details
Main Authors: Vega-Brown, William R, Bachrach, Abraham Galton, Bry, Adam P., Roy, Nicholas, Kelly, Jonathan S.
Other Authors: Massachusetts Institute of Technology. Department of Aeronautics and Astronautics
Format: Article
Published: Institute of Electrical and Electronics Engineers (IEEE) 2018
Online Access:http://hdl.handle.net/1721.1/115157
https://orcid.org/0000-0002-1157-4590
https://orcid.org/0000-0002-8293-0492