Literature DB >> 22711069

A novel EDA glove based on textile-integrated electrodes for affective computing.

Antonio Lanatà1, Gaetano Valenza, Enzo Pasquale Scilingo.   

Abstract

This paper reports on performance evaluation of a preliminary system prototype based on a fabric glove, with integrated textile electrodes placed at the fingertips, able to acquire and process the electrodermal response (EDR) to discriminate affective states. First, textile electrodes have been characterized in terms of voltage-current characteristics and trans-surface electric impedance. Next, signal quality of EDR acquired simultaneously from textile and standard electrodes was comparatively evaluated. Finally, a dedicated experiment in which 35 subjects were enrolled, aiming at discriminating different affective states using only EDR was designed and realized. A new set of features extracted from non-linear methods were used, improving remarkably successful recognition rates. Results are, indeed, very satisfactory and promising in the field of affective computing.

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Year:  2012        PMID: 22711069     DOI: 10.1007/s11517-012-0921-9

Source DB:  PubMed          Journal:  Med Biol Eng Comput        ISSN: 0140-0118            Impact factor:   2.602


  16 in total

1.  Autonomic specificity of discrete emotion and dimensions of affective space: a multivariate approach.

Authors:  Israel C Christie; Bruce H Friedman
Journal:  Int J Psychophysiol       Date:  2004-01       Impact factor: 2.997

2.  Performance evaluation of sensing fabrics for monitoring physiological and biomechanical variables.

Authors:  Enzo Pasquale Scilingo; Angelo Gemignani; Rita Paradiso; Nicola Taccini; Brunello Ghelarducci; Danilo De Rossi
Journal:  IEEE Trans Inf Technol Biomed       Date:  2005-09

3.  Consciousness and the galvanometer.

Authors:  H G McCURDY
Journal:  Psychol Rev       Date:  1950-11       Impact factor: 8.934

Review 4.  Historical evolution of circuit models for the electrode-electrolyte interface.

Authors:  L A Geddes
Journal:  Ann Biomed Eng       Date:  1997 Jan-Feb       Impact factor: 3.934

5.  Affective reactions to acoustic stimuli.

Authors:  M M Bradley; P J Lang
Journal:  Psychophysiology       Date:  2000-03       Impact factor: 4.016

6.  Computation of the impedance characteristic of metal electrodes for biological investigations.

Authors:  V Pollak
Journal:  Med Biol Eng       Date:  1974-07

7.  The relationship of sweat gland count to electrodermal activity.

Authors:  L W Freedman; A S Scerbo; M E Dawson; A Raine; W O McClure; P H Venables
Journal:  Psychophysiology       Date:  1994-03       Impact factor: 4.016

8.  Linear and nonlinear properties of platinum electrode polarisation. Part 1: frequency dependence at very low frequencies.

Authors:  B Onaral; H P Schwan
Journal:  Med Biol Eng Comput       Date:  1982-05       Impact factor: 2.602

9.  Committee report. Publication recommendations for electrodermal measurements.

Authors:  D C Fowles; M J Christie; R Edelberg; W W Grings; D T Lykken; P H Venables
Journal:  Psychophysiology       Date:  1981-05       Impact factor: 4.016

10.  Cardiac state diagnosis using higher order spectra of heart rate variability.

Authors:  K C Chua; V Chandran; U R Acharya; C M Lim
Journal:  J Med Eng Technol       Date:  2008 Mar-Apr
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  7 in total

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5.  Inference of human affective states from psychophysiological measurements extracted under ecologically valid conditions.

Authors:  Alberto Betella; Riccardo Zucca; Ryszard Cetnarski; Alberto Greco; Antonio Lanatà; Daniele Mazzei; Alessandro Tognetti; Xerxes D Arsiwalla; Pedro Omedas; Danilo De Rossi; Paul F M J Verschure
Journal:  Front Neurosci       Date:  2014-09-24       Impact factor: 4.677

6.  Breathable Dry Silver/Silver Chloride Electronic Textile Electrodes for Electrodermal Activity Monitoring.

Authors:  Peter A Haddad; Amir Servati; Saeid Soltanian; Frank Ko; Peyman Servati
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7.  Electrochemical modeling and evaluation for textile electrodes to skin.

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  7 in total

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