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The Use of GPS for Handling Lack of Indoor Constraints in Particle Filter-Based Inertial Positioning

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Abstract

Particle filter-based inertial positioning promises infrastructure-less positioning, but previous research have not provided an understanding of, how the positioning accuracy of such systems depends on the layout of building structures. This poster presents initial result for the impact of the layout of building structures on the positioning accuracy using a particle filter-based inertial positioning system named Pro-Position. We also consider methods for using GPS positioning with particle filter-based inertial positioning to improve accuracy in areas, where positioning is poor because of lack of constraints from the layouts of the building structures.

The authors acknowledge the financial support granted by the Danish National Advanced Technology Foundation under J.nr. 009-2007-2.

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References

  1. Foxlin, E.: Pedestrian tracking with shoe-mounted inertial sensors. IEEE Computer Graphics and Applications 25(6), 38–46 (2005)

    Article  Google Scholar 

  2. Hol, J.D., Schon, T.B., Gustafsson, F.: On Resampling Algorithms for Particle Filters. In: Proc. of the IEEE Nonlinear Statistical Signal Processing Workshop, pp. 79–82 (2006)

    Google Scholar 

  3. Judd, T.: A Personal Dead Reckoning Module. In: Proceedings of the 10th International Technical Meeting of the Satellite Division of the Institute of Navigation, pp. 47–51 (1997)

    Google Scholar 

  4. Kjærgaard, M.B., Blunck, H., Toftkjær, T., Christensen, D.L., Grønbæk, K.: Indoor Positioning Using GPS Revisited. In: Proc. of the 8th Int. Conf. on Pervasive Computing (2010)

    Google Scholar 

  5. Woodman, O., Harle, R.: Pedestrian localisation for indoor environments. In: Proceedings of the 10th International Conference on Ubiquitous Computing, pp. 114–123 (2008)

    Google Scholar 

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© 2012 ICST Institute for Computer Science, Social Informatics and Telecommunications Engineering

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Toftkjær, T., Kjærgaard, M.B. (2012). The Use of GPS for Handling Lack of Indoor Constraints in Particle Filter-Based Inertial Positioning. In: Sénac, P., Ott, M., Seneviratne, A. (eds) Mobile and Ubiquitous Systems: Computing, Networking, and Services. MobiQuitous 2010. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 73. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-29154-8_46

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  • DOI: https://doi.org/10.1007/978-3-642-29154-8_46

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-29153-1

  • Online ISBN: 978-3-642-29154-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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