Literature DB >> 27668017

Operator functional state estimation based on EEG-data-driven fuzzy model.

Jianhua Zhang1, Zhong Yin2, Shaozeng Yang1, Rubin Wang3.   

Abstract

This paper proposed a max-min-entropy-based fuzzy partition method for fuzzy model based estimation of human operator functional state (OFS). The optimal number of fuzzy partitions for each I/O variable of fuzzy model is determined by using the entropy criterion. The fuzzy models were constructed by using Wang-Mendel method. The OFS estimation results showed the practical usefulness of the proposed fuzzy modeling approach.

Entities:  

Keywords:  Entropy; Fuzzy modeling; Fuzzy partition; Operator functional state; Wang–Mendel method

Year:  2016        PMID： 27668017      PMCID： PMC5018010          DOI： 10.1007/s11571-016-9389-x

Source DB:  PubMed          Journal:  Cogn Neurodyn        ISSN： 1871-4080            Impact factor:   5.082


  9 in total

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Journal:  Neuroimage       Date:  2012-05-24       Impact factor: 6.556

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Journal:  Hum Factors       Date:  2007-12       Impact factor: 2.888

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Authors:  Andrea Haarmann; Wolfram Boucsein; Florian Schaefer
Journal:  Appl Ergon       Date:  2009-06-11       Impact factor: 3.661

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Journal:  Comput Methods Programs Biomed       Date:  2012-08-24       Impact factor: 5.428

7.  Automatic classification of eye activity for cognitive load measurement with emotion interference.

Authors:  Siyuan Chen; Julien Epps
Journal:  Comput Methods Programs Biomed       Date:  2012-12-25       Impact factor: 5.428

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Authors:  R Parasuraman; M Mouloua; R Molloy
Journal:  Hum Factors       Date:  1996-12       Impact factor: 2.888

9.  Real-time assessment of mental workload using psychophysiological measures and artificial neural networks.

Authors:  Glenn F Wilson; Christopher A Russell
Journal:  Hum Factors       Date:  2003 winter       Impact factor: 2.888
  9 in total

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