A Gaussian mixture ensemble transform filter for vector observations

The ensemble Kalman filter relies on a Gaussian approximation being a reasonably accurate representation of the filtering distribution. Reich recently introduced a Gaussian mixture ensemble transform filter which can address scenarios where the prior can be modeled using a Gaussian mixture. Reichs d...

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Bibliographic Details
Main Authors: Nannuru, S, Coatesa, M, Doucet, A
Format: Journal article
Language:English
Published: 2013