A novel EDA glove based on textile-integrated electrodes for affective computing.
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 char...
| Publicado en: | Medical & Biological Engineering & Computing Vol. 50; no. 11; pp. 1163 - 1173 |
|---|---|
| Autores principales: | , , , , , |
| Formato: | research Journal Article |
| Publicado: |
Springer Nature
Nov2012
|
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=104067347&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 104067347 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 01400118 PO0 jtl: Medical & Biological Engineering & Computing issn: 01400118 maglogo: N pubinfo: dt: Nov2012 vid: 50 iid: 11 pid: 237 pub: Springer Nature place: New York, New York artinfo: ui: 104067347 NLM22711069 2011762764 10.1007/s11517-012-0921-9 NLM22711069 104067347 ppf: 1163 ppct: 10 formats: fmt: @attributes: type: P tig: atl: A novel EDA glove based on textile-integrated electrodes for affective computing. aug: au: Lanatà A Valenza G Scilingo EP Lanatà, Antonio Valenza, Gaetano Scilingo, Enzo Pasquale affil: Faculty of Engineering, Interdepartmental Research Centre E. Piaggio, University of Pisa, Via Diotisalvi, 2, 56126 Pisa, Italy sug: subj: Clothing Electrodes Skin Physiology Signal Processing, Computer Assisted Equipment and Supplies Algorithms Electric Impedance Equipment Design Human Textiles Young Adult ab: 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. pubtype: Academic Journal doctype: research Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
|---|