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Developing a body sensor network to detect emotions during driving
dc.contributor.author | Rebolledo Mendez, Genaro |
dc.contributor.author | Reyes Muñoz, María Angélica |
dc.contributor.author | Paszkowicz, Sebastian |
dc.contributor.author | Domingo Aladrén, Mari Carmen |
dc.contributor.author | Skrypchuk, Lee |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Enginyeria Telemàtica |
dc.date.accessioned | 2014-11-19T17:36:49Z |
dc.date.created | 2014-08-01 |
dc.date.issued | 2014-08-01 |
dc.identifier.citation | Rebolledo, G. [et al.]. Developing a body sensor network to detect emotions during driving. "IEEE transactions on intelligent transportation systems", 01 Agost 2014, vol. 15, núm. 4, p. 1850-1854. |
dc.identifier.issn | 1524-9050 |
dc.identifier.uri | http://hdl.handle.net/2117/24784 |
dc.description.abstract | Emerging applications using body sensor networks (BSNs) constitute a new trend in car safety. However, the integration of heterogeneous body sensors with vehicular ad hoc networks (VANETs) poses a challenge, particularly on the detection of human behavioral states that may impair driving. This paper proposes a detector of human emotions, of which tiredness and stress (tension) could be related to traffic accidents. We present an exploratory study demonstrating the feasibility of detecting one emotional state in real time using a BSN. Based on these results, we propose middleware architecture that is able to detect emotions, which can be communicated via the onboard unit of a vehicle with city emergency services, VANETs, and roadside units, aimed at improving the driver's experience and at guaranteeing better security measures for the car driver. |
dc.format.extent | 5 p. |
dc.language.iso | eng |
dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Telemàtica i xarxes d'ordinadors |
dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Telemàtica i xarxes d'ordinadors::Protocols de comunicació |
dc.subject.lcsh | Sensor networks |
dc.subject.lcsh | Vehicular ad hoc networks (Computer networks) |
dc.subject.other | Body sensor network (BSN) |
dc.subject.other | driver's behavior |
dc.subject.other | vehicular ad hoc network (VANET) |
dc.subject.other | CAR-RACING DRIVERS |
dc.subject.other | STRESS |
dc.subject.other | SYSTEM |
dc.title | Developing a body sensor network to detect emotions during driving |
dc.type | Article |
dc.subject.lemac | Xarxes locals sense fil Wi-Fi |
dc.subject.lemac | Protocols de xarxes d'ordinadors |
dc.contributor.group | Universitat Politècnica de Catalunya. ICARUS - Intelligent Communications and Avionics for Robust Unmanned Aerial Systems |
dc.contributor.group | Universitat Politècnica de Catalunya. BAMPLA - Disseny i Avaluació de Xarxes i Serveis de Banda Ampla |
dc.identifier.doi | 10.1109/TITS.2014.2335151 |
dc.relation.publisherversion | http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6869114 |
dc.rights.access | Restricted access - publisher's policy |
local.identifier.drac | 15115378 |
dc.description.version | Postprint (published version) |
dc.date.lift | 10000-01-01 |
local.citation.author | Rebolledo, G.; Reyes, M.; Paszkowicz, S.; Domingo, M.; Skrypchuk, L. |
local.citation.publicationName | IEEE transactions on intelligent transportation systems |
local.citation.volume | 15 |
local.citation.number | 4 |
local.citation.startingPage | 1850 |
local.citation.endingPage | 1854 |
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