Nonlinear modeling and identification of stretch reflex dynamics using support vector machines.
作者信息
Dhaifallah Mujahed Al, Westwick David T
机构信息
Department of Electrical and Computer Engineering, Schulich School of Engineering, University of Calgary, Calgary, Canada.
出版信息
Annu Int Conf IEEE Eng Med Biol Soc. 2009;2009:4371-4. doi: 10.1109/IEMBS.2009.5333808.
PMID:19964358
Abstract
In this work, an algorithm that identifies Hammerstein models with support vector machine nonlinearities and output-error linear dynamics is proposed. This algorithm is used to identify a Hammerstein model of stretch reflex EMG dynamics from experimental data.
摘要
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