A Hyperparameter-Based Approach for Consensus Under Uncertainties

This paper addresses the problem of information consensus in a team of networked agents with uncertain local estimates described by parameterized distributions in the exponential family. In particular, the method utilizes the concepts of pseudo-measurements and conjugacy of probability distributions...

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Bibliographic Details
Main Authors: Fraser, Cameron S. (Contributor), Bertuccelli, Luca F. (Contributor), Choi, Han-Lim (Author), How, Jonathan P. (Contributor)
Other Authors: Massachusetts Institute of Technology. Department of Aeronautics and Astronautics (Contributor), Massachusetts Institute of Technology. Humans and Automation Lab (Contributor)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers, 2010-10-06T12:41:01Z.
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