Marín, L.; Vallés Miquel, M.; Soriano Vigueras, Á.; Valera Fernández, Á.; Albertos Pérez, P. (2014). Event based localization in Ackermann steering limited resource mobile robots. IEEE/ASME Transactions on Mechatronics. 19(4):1171-1182. doi:10.1109/TMECH.2013.2277271
Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/38664
Título:
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Event based localization in Ackermann steering limited resource mobile robots
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Autor:
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Marín, Leonardo
Vallés Miquel, Marina
Soriano Vigueras, Ángel
Valera Fernández, Ángel
Albertos Pérez, Pedro
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Entidad UPV:
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Universitat Politècnica de València. Departamento de Ingeniería de Sistemas y Automática - Departament d'Enginyeria de Sistemes i Automàtica
Universitat Politècnica de València. Instituto Universitario de Automática e Informática Industrial - Institut Universitari d'Automàtica i Informàtica Industrial
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Fecha difusión:
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Resumen:
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This paper presents a local sensor fusion technique with an event-based global position correction to improve the localization of a mobile robot with limited computational resources. The proposed algorithms use a modified ...[+]
This paper presents a local sensor fusion technique with an event-based global position correction to improve the localization of a mobile robot with limited computational resources. The proposed algorithms use a modified Kalman filter and a new local dynamic model of an Ackermann steering mobile robot. It has a similar performance but faster execution when compared to more complex fusion schemes, allowing its implementation inside the robot. As a global sensor, an event-based position correction is implemented using the Kalman filter error covariance and the position measurement obtained from a zenithal camera. The solution is tested during a long walk with different trajectories using a LEGO Mindstorm NXT robot.
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Palabras clave:
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Dynamic model
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Kalman filtering
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Embedded systems
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Event-based systems
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Global positioning systems (GPSs)
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Inertial sensors
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Mobile robots
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Pose estimation
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Position measurement
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Robot sensing systems
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Sensor fusion
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Derechos de uso:
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Reserva de todos los derechos
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Fuente:
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IEEE/ASME Transactions on Mechatronics. (issn:
1083-4435
)
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DOI:
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10.1109/TMECH.2013.2277271
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Editorial:
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Institute of Electrical and Electronics Engineers (IEEE)
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Versión del editor:
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http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6585829
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Código del Proyecto:
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info:eu-repo/grantAgreement/MICINN//DPI2011-28507-C02-01/ES/DESARROLLO DE CONTROLADORES BASADOS EN MISIONES/
info:eu-repo/grantAgreement/MICINN//DPI2010-20814-C02-02/ES/IDENTIFICACION DE PARAMETROS DINAMICOS EN VEHICULOS LIGEROS Y ROBOTS MOVILES. APLICACION AL CONTROL Y LA NAVEGACION AUTOMATICA/
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Descripción:
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“© 2013 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.”
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Agradecimientos:
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This work was supported by FEDER-CICYT projects with references DPI2011-28507-C02-01 and DPI2010-20814-C02-02, financed by the Ministerio de Ciencia e Innovacion (Spain). This work was also supported by the University of ...[+]
This work was supported by FEDER-CICYT projects with references DPI2011-28507-C02-01 and DPI2010-20814-C02-02, financed by the Ministerio de Ciencia e Innovacion (Spain). This work was also supported by the University of Costa Rica.
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Tipo:
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Artículo
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