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        A Methodology for Driving Behavior Recognition in Simulated Scenarios Using Biosignals

        Fecha
        2019
        Registro en:
        Communications in Computer and Information Science; Vol. 1052, pp. 357-367
        9783030310189
        18650929
        https://hdl.handle.net/20.500.12585/9167
        10.1007/978-3-030-31019-6_31
        Universidad Tecnológica de Bolívar
        Repositorio UTB
        56682770100
        57205565967
        57210822856
        Autor
        Domínguez Jiménez, Juan Antonio
        Campo Landines, Kiara
        Contreras Ortiz, Sonia Helena
        Institución
        • Universidad Tecnológica de Bolivar UTB (Colombia)
        Resumen
        The recognition of aggressive driving patterns could aid to improve driving safety and potentially reduce traffic fatalities on the roads. Driving behavior is strongly shaped by emotions and can be divided into two main categories: calmed (non-aggressive) and aggressive. In this paper, we present a methodology to recognize driving behavior using driving performance features and biosignals. We used biosensors to measure heart rate and galvanic skin response of fifteen volunteers while driving in a simulated scenario. They were asked to drive in two different situations to elicit calmed and aggressive driving behaviors. The purpose of this study was to determine if driving behavior can be assessed from biosignals and acceleration/braking events. From two-tailed student t-tests, the results suggest that it is possible to differentiate between aggressive and calmed driving behavior from biosignals and also from longitudinal vehicle’s data. © 2019, Springer Nature Switzerland AG.
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        Red de Repositorios Latinoamericanos
        + de 8.000.000 publicaciones disponibles
        500 instituciones participantes
        Dirección de Servicios de Información y Bibliotecas (SISIB)
        Universidad de Chile
        Ingreso Administradores
        Colecciones destacadas
        • Tesis latinoamericanas
        • Tesis argentinas
        • Tesis chilenas
        • Tesis peruanas
        Nuevas incorporaciones
        • Argentina
        • Brasil
        • Colombia
        • México
        Dirección de Servicios de Información y Bibliotecas (SISIB)
        Universidad de Chile
        Red de Repositorios Latinoamericanos | 2006-2018