Estimation Algorithm of Machine Operational Intention by Bayes Filtering with Self-Organizing Map

We present an intention estimator algorithm that can deal with dynamic change of the environment in a man-machine system and will be able to be utilized for an autarkical human-assisting system. In the algorithm, state transition relation of intentions is formed using a self-organizing map (SOM) fro...

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Bibliographic Details
Main Authors: Satoshi Suzuki, Fumio Harashima
Format: Article
Language:English
Published: Hindawi Limited 2012-01-01
Series:Advances in Human-Computer Interaction
Online Access:http://dx.doi.org/10.1155/2012/724587