DOI:

https://doi.org/10.14483/22484728.7886

Published:

2014-01-04

Issue:

Vol. 8 No. 1 (2014)

Section:

A Case-Study Vision

Implementation of Kalman filter for the indoor location system of a Lego NXT mobile robot

Authors

  • Leidy López Osorio
  • Giovanni Bermúdez Bohórquez
  • Miguel Pérez Pereira

Keywords:

Kalman Filter, kinematics, odometry, estimation, location. (es).

Abstract (es)

This paper shows the implementation of an estimation technique based on Kalman filter to correct accumulated errors that occur along a trajectory when tracking location over a mobile platform (Lego NXT 2.0 type) in a known environment. The implementation begins with kinematic models and odometers to subsequently construct the filter and conduct the corresponding experimentation.

References

M. Pinto, A. P. Moreira, and A. Matos, “Localization of Mobile Robots Using an Extended Kalman Filter in a LEGO NXT,” IEEE Transactions on Education, pp. 1-10, 2011.

G. Bermúdez, “Modelamiento cinemático y odométrico de robots móviles: aspectos matemáticos,” Tecnura, vol. 20, no. 12, Enero 2003.

P. Rodríguez M., A. Sanz M.,J.J.Pantrigo F., “Aplicación del Filtro de Kalman al seguimiento de objetos en secuencias de imágenes”, 2012. Available in: http:// www.etsii.urjc.es/asanz/documentos/MemoriaKalmanJun03.pdf, 2012

F. Mart, P. Barrera, J. Mar, G. D. Rob, U. Rey y J. Carlos, "Localización basada en lógica difusa y filtros de Kalman para

robots con patas", p. 12, 2006. Available in: http://gsyc.es/jmplaza/papers/cmpi2006-paco.pdf.

G. Bermúdez, “Modelamiento cinemático y odométrico de robots móviles: aspectos matemáticos,” Tecnura, vol. 20,

no. 12, Enero 2003.

M. I. Ribeiro and P. Lima, “Kinematics models of mobile robots,” Instituto de Sistemas e Robotica, pp. 1000-1049, 2002.

A. Ollero, Robótica: manipuladores y robots móviles. Marcombo, 2001.

M. Pinto and G. Bermúdez, “Determinación de parámetros de un robot móvil de Lego mindstorms,” Ingenieria, Investigacion

y Desarrollo, vol. 5, no. 2, pp. 7-13, 2007.

How to Cite

APA

López Osorio, L., Bermúdez Bohórquez, G., and Pérez Pereira, M. (2014). Implementation of Kalman filter for the indoor location system of a Lego NXT mobile robot. Visión electrónica, 8(1), 125–133. https://doi.org/10.14483/22484728.7886

ACM

[1]
López Osorio, L. et al. 2014. Implementation of Kalman filter for the indoor location system of a Lego NXT mobile robot. Visión electrónica. 8, 1 (Jan. 2014), 125–133. DOI:https://doi.org/10.14483/22484728.7886.

ACS

(1)
López Osorio, L.; Bermúdez Bohórquez, G.; Pérez Pereira, M. Implementation of Kalman filter for the indoor location system of a Lego NXT mobile robot. Vis. Electron. 2014, 8, 125-133.

ABNT

LÓPEZ OSORIO, Leidy; BERMÚDEZ BOHÓRQUEZ, Giovanni; PÉREZ PEREIRA, Miguel. Implementation of Kalman filter for the indoor location system of a Lego NXT mobile robot. Visión electrónica, [S. l.], v. 8, n. 1, p. 125–133, 2014. DOI: 10.14483/22484728.7886. Disponível em: https://revistas.udistrital.edu.co/index.php/visele/article/view/7886. Acesso em: 17 jul. 2024.

Chicago

López Osorio, Leidy, Giovanni Bermúdez Bohórquez, and Miguel Pérez Pereira. 2014. “Implementation of Kalman filter for the indoor location system of a Lego NXT mobile robot”. Visión electrónica 8 (1):125-33. https://doi.org/10.14483/22484728.7886.

Harvard

López Osorio, L., Bermúdez Bohórquez, G. and Pérez Pereira, M. (2014) “Implementation of Kalman filter for the indoor location system of a Lego NXT mobile robot”, Visión electrónica, 8(1), pp. 125–133. doi: 10.14483/22484728.7886.

IEEE

[1]
L. López Osorio, G. Bermúdez Bohórquez, and M. Pérez Pereira, “Implementation of Kalman filter for the indoor location system of a Lego NXT mobile robot”, Vis. Electron., vol. 8, no. 1, pp. 125–133, Jan. 2014.

MLA

López Osorio, Leidy, et al. “Implementation of Kalman filter for the indoor location system of a Lego NXT mobile robot”. Visión electrónica, vol. 8, no. 1, Jan. 2014, pp. 125-33, doi:10.14483/22484728.7886.

Turabian

López Osorio, Leidy, Giovanni Bermúdez Bohórquez, and Miguel Pérez Pereira. “Implementation of Kalman filter for the indoor location system of a Lego NXT mobile robot”. Visión electrónica 8, no. 1 (January 4, 2014): 125–133. Accessed July 17, 2024. https://revistas.udistrital.edu.co/index.php/visele/article/view/7886.

Vancouver

1.
López Osorio L, Bermúdez Bohórquez G, Pérez Pereira M. Implementation of Kalman filter for the indoor location system of a Lego NXT mobile robot. Vis. Electron. [Internet]. 2014 Jan. 4 [cited 2024 Jul. 17];8(1):125-33. Available from: https://revistas.udistrital.edu.co/index.php/visele/article/view/7886

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