Introducing coordination in hand position analysis during a steering wheel-based tracking task using fuzzy sets.

This paper describes a new approach to analyse the way both hands are placed in relation to the steering wheel. The study is based on a 2D-tracking task, in which the stimulus is a steering wheel angle signal recorded while driving on 7 road geometries in real situations at 30 km/h. Hand movements a...

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Publicado en:Theoretical Issues in Ergonomics Science Vol. 23; no. 4; pp. 475 - 500
Autores principales: Loslever, Pierre, Schiro, Jessica, Gabrielli, François, Pudlo, Philippe
Formato: equations & formulas pictorial research tables/charts Journal Article
Publicado: Taylor & Francis Ltd Jul2022
Acceso en línea:Ver este registro en EBSCOhost
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      dt: Jul2022
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      pub: Taylor & Francis Ltd
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        10.1080/1463922X.2021.1983886
        158328553
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        atl: Introducing coordination in hand position analysis during a steering wheel-based tracking task using fuzzy sets.
      aug:
        au:
          Loslever, Pierre
          Schiro, Jessica
          Gabrielli, François
          Pudlo, Philippe
        affil: Laboratory of Automation, Mechanics and Human Computer Science, CNRS, UMR 8201, Polytechnic University of Hauts de France, Valenciennes, France
      sug:
        subj:
          Automobile Driving
          Hand
          Movement Evaluation
          Motion Analysis Systems
          Task Performance and Analysis
          Ergonomics
          Human
          Experimental Studies
          Comparative Studies
          Descriptive Statistics
      ab: This paper describes a new approach to analyse the way both hands are placed in relation to the steering wheel. The study is based on a 2D-tracking task, in which the stimulus is a steering wheel angle signal recorded while driving on 7 road geometries in real situations at 30 km/h. Hand movements are measured using a 3D-motion capture system. Data analysis is based on the segmentation of the hand angular position using 8 fuzzy angle windows (labelled as approximately 0°, approximately 45°, etc.), when the hand rests on the steering wheel, one window, else. To obtain information about the coordination aspect, 9 × 9 bivariate windows are considered for each time sample (recorded at 25 Hz); then, the average membership values are computed for each individual driving situation. The individual membership value sets related to the road geometries are studied via Correspondence Analysis, allowing to displaying both the inter- and intra-individual differences and the most discriminating bivariate windows. The methodology with 9 × 9 windows is more complex but implies less information loss than alternative ones e.g. when the two hands are separately analysed, which constitutes 9 + 9 windows and contains no information about the coordination aspect.
      pubtype: Academic Journal
      doctype:
        equations & formulas
        pictorial
        research
        tables/charts
        Journal Article
      ougenre: Article
    language: English
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