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Memorias de investigación
Ponencias en congresos:
Fusion of RSS and Inertial Measurements for Calibration-Free Indoor Pedestrian Tracking
Año:2013
Áreas de investigación
  • Tecnología electrónica y de las comunicaciones
Datos
Descripción
RSS-based localization techniques are widely used in indoor environments to estimate the position of people or objects. Recent work proposes to combine this localization technique with a dead reckoning strategy (using inertial sensors on the person or object to be tracked) to improve the accuracy of the localization results and, at the same time, track the position of the user continuously. The RSS-based subsystem of most of the proposed hybrid systems rely on a time consuming calibration phase to build a radio map of the environment, which is used to find a correspondence between the RSS measurements and the position. However, due to the changing environmental dynamics, the behavior of the channel may change after some time, thus, recalibration processes are necessary to maintain the positioning accuracy. In order to avoid these calibration and re-calibration needs, this paper proposes to use a nearly calibration-free RSS channel modeling localization approach and fuse it with the inertial measurements through a Kalman filter. The proposed strategy is tested through numerical simulation and experimental tests, showing accuracy gains with respect to other strategies. Furthermore, the proposed method has a low deployment cost, as very little calibration is needed prior to the operation.
Internacional
Si
Nombre congreso
16th International Conference on Information Fusion
Tipo de participación
960
Lugar del congreso
Estambul, Turquía
Revisores
Si
ISBN o ISSN
978-605-86311-1-3
DOI
Fecha inicio congreso
09/07/2013
Fecha fin congreso
12/07/2013
Desde la página
1458
Hasta la página
1464
Título de las actas
Proceedings of the 16th International Conference on Information Fusion
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Paula Tarrío Alonso (UPM)
  • Autor: Juan Alberto Besada Portas (UPM)
  • Autor: Jose Ramon Casar Corredera (UPM)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Grupo de Procesado de Datos y Simulación (GPDS)-CEDITEC
  • Departamento: Señales, Sistemas y Radiocomunicaciones
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