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Developing a body sensor network to detect emotions during driving

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10.1109/TITS.2014.2335151
 
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hdl:2117/24784

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Rebolledo Mendez, Genaro
Reyes Muñoz, María AngélicaMés informacióMés informacióMés informació
Paszkowicz, Sebastian
Domingo Aladrén, Mari CarmenMés informacióMés informacióMés informació
Skrypchuk, Lee
Document typeArticle
Defense date2014-08-01
Rights accessRestricted access - publisher's policy
All rights reserved. This work is protected by the corresponding intellectual and industrial property rights. Without prejudice to any existing legal exemptions, reproduction, distribution, public communication or transformation of this work are prohibited without permission of the copyright holder
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.
CitationRebolledo, 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. 
URIhttp://hdl.handle.net/2117/24784
DOI10.1109/TITS.2014.2335151
ISSN1524-9050
Publisher versionhttp://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6869114
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