Skip to main content

Indoor Pedestrian Navigation Based on Hybrid Route Planning and Location Modeling

  • Conference paper
Book cover Pervasive Computing (Pervasive 2012)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 7319))

Included in the following conference series:

Abstract

This paper introduces methods and services called PerPosNav for development of custom indoor pedestrian navigation applications to be deployed on a variety of platforms. PerPosNav is built on top of the PerPos positioning middleware [8] that fusions GPS, WiFi and inertial tracking into indoor positioning with high accuracy in many types of buildings. The challenges of indoor navigation are discussed and the PerPosNav services are introduced. PerPosNav combines symbolic and geometry based modeling of buildings, and in turn combines graph-based and geometric route computation. The paper argues why these hybrid approaches are necessary to handle the challenges of indoor pedestrian navigation. Furthermore, a fluent navigation is maintained via route tracking and navigation services that generate instructions based on how the user moves in relation to the prescribed route. The viability of PerPosNav has been proven by implementation of support for multiple modes of pedestrian indoor navigation: 1) augmented signs, 2) map based navigation on smartphones, 3) auditory navigation on smartphones solely via earbuds, and 4) augmented reality navigation. Experiences from the use of the PerPosNav services are discussed and compared to other indoor pedestrian navigation approaches.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Arikawa, M., Konomi, S., Ohnishi, K.: Navitime: Supporting Pedestrian Navigation in the Real World. IEEE Pervasive Computing 6(3), 21–29 (2007)

    Article  Google Scholar 

  2. Baus, J., Krüger, A., Wahlster, W.: A resource-adaptive mobile navigation system. In: IUI 2002, pp. 15–22 (2002)

    Google Scholar 

  3. Becker, C., Dürr, F.: On location models for ubiquitous computing. Personal and Ubiquitous Computing 9(1), 20–31 (2005)

    Article  Google Scholar 

  4. Beeharee, A., Steed, A.: Minimising Pedestrian Navigational Ambiguities Through Geoannotation and Temporal Tagging. In: Jacko, J.A. (ed.) HCI 2007, Part II. LNCS, vol. 4551, pp. 748–757. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  5. Bellavista, P., Corradi, A., Giannelli, C.: The PoSIM middleware for translucent and context-aware integrated management of heterogeneous positioning systems. Computer Communications 31(6), 1078–1090 (2008)

    Article  Google Scholar 

  6. Bessho, M., Kobayashi, S., Koshizuka, N., Sakamurai, K.: A Pedestrian Navigation System using Multiple Space-Identifying Devices based on a Unique Identifier Framework. In: International Conference on Machine Learning and Cybernetics (2007)

    Google Scholar 

  7. Bessho, M., Kobayashi, S., Koshizuka, N., Sakamura, K.: uNavi: Implementation and Deployment of a Place-Based Pedestrian Navigation System. In: COMPSAC 2008, pp. 1254–1259 (2008)

    Google Scholar 

  8. Blunck, H., Godsk, T., Grønbæk, K., Kjærgaard, M.B., Jensen, J.L., Scharling, T., Schougaard, K.R., Toftkjær, T.: PerPos: a platform providing cloud services for pervasive positioning. In: COM.Geo (2010)

    Google Scholar 

  9. Butz, A., Baus, J., Krüger, A., Lohse, M.: A hybrid indoor navigation system. In: IUI 2001, pp. 25–32 (2001)

    Google Scholar 

  10. Dijkstra, E.: A note on two problems in connexion with graphs. Numerical Mathematics (1), 269–271 (1959)

    Google Scholar 

  11. Gartner, G., Frank, A., Retscher, G.: Pedestrian Navigation System - in Mixed Indoor/Outdoor Environment – The NAVIO Project. In: Proceedings of the CORP 2004 and Geomultimedia 2004 Symposium, Vienna, Austria, February 24-27, pp. 165–171 (2004)

    Google Scholar 

  12. Glanzer, G., Walder, U.: Self-contained indoor pedestrian navigation by means of human motion analysis and magnetic field mapping. In: WPNC 2010, pp. 303–307 (2010)

    Google Scholar 

  13. Hershberger, J., Suri, S.: An optimal algorithm for Euclidean shortest paths in the plane. SIAM Journal on Computing 28(6), 2215–2256 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  14. Hightower, J., Brumitt, B., Borriello, G.: The location stack: a layered model for location in ubiquitous computing. In: Proceedings of the 4th IEEE Workshop on Mobile Computing Systems and Applications (2002)

    Google Scholar 

  15. Hile, H., Grzeszczuk, R., Liu, A., Vedantham, R., Košecka, J., Borriello, G.: Landmark-Based Pedestrian Navigation with Enhanced Spatial Reasoning. In: Tokuda, H., Beigl, M., Friday, A., Brush, A.J.B., Tobe, Y. (eds.) Pervasive 2009. LNCS, vol. 5538, pp. 59–76. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  16. Kjærgaard, M.B., Blunck, H., Godsk, T., Toftkjær, T., Christensen, D.L., Grønbæk, K.: Indoor Positioning Using GPS Revisited. In: Floréen, P., Krüger, A., Spasojevic, M. (eds.) Pervasive 2010. LNCS, vol. 6030, pp. 38–56. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  17. Küpper, A., Treu, G., Linnhoff-Popien, C.: Trax: a device-centric middleware framework for location-based services. IEEE Communications Magazine 44(9), 114–120 (2006)

    Article  Google Scholar 

  18. Meng, L., Reichenbacher, T., Zipf, A.: Map-based Mobile Services - Theories, Methods and Implementations, 260 pages. Springer, Heidelberg (2005) ISBN 3-540-23055-6

    Google Scholar 

  19. Ladetto, Q., Gabaglio, V., Merminod, B.: International Symposium on Location Based Services for Cellular Users, Locellus (2001)

    Google Scholar 

  20. Langdal, J., Schougaard, K.R., Kjærgaard, M.B., Toftkjær, T.: PerPos: A Translucent Positioning Middleware Supporting Adaptation of Internal Positioning Processes. In: Gupta, I., Mascolo, C. (eds.) Middleware 2010. LNCS, vol. 6452, pp. 232–251. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  21. May, A.J., Ross, R., Bayer, S.H., Tarkiainen, M.J.: Pedestrian navigation aids: information requirements and design implications. Personal Ubiquitous Comput. 7(6), 331–338 (2003)

    Article  Google Scholar 

  22. Narzt, W., Pomberger, G., Ferscha, A., Kolb, D., Müller, R., Wieghardt, J., Hörtner, H., Lindinger, C.: Augmented reality navigation systems. Universal Access in the Information Society, vol. 4(3), pp. 177–187. Springer, Heidelberg (2006) ISSN 1615-5289

    Google Scholar 

  23. Ohlbach, H.J., Stoffel, E.P.: Versatile Route Descriptions for Pedestrian Guidance in Buildings–Conceptual Model and Systematic Method. In: AGILE 2008 Proc. (2008)

    Google Scholar 

  24. Pielot, M., Boll, S.: Tactile Wayfinder: Comparison of Tactile Waypoint Navigation with Commercial Pedestrian Navigation Systems. In: Floréen, P., Krüger, A., Spasojevic, M. (eds.) Pervasive 2010. LNCS, vol. 6030, pp. 76–93. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  25. Ranganathan, A., Al-Muhtadi, J., Chetan, S., Campbell, R., Mickunas, M.D.: MiddleWhere: A Middleware for Location Awareness in Ubiquitous Computing Applications. In: Jacobsen, H.-A. (ed.) Middleware 2004. LNCS, vol. 3231, pp. 397–416. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  26. Ruppel, P., Gschwandtner, F., Schindhelm, C.K., Linnhoff-Popien, C.: Indoor Navigation on Distributed Stationary Display Systems. In: COMPSAC, vol. (1), pp. 37–44 (2009)

    Google Scholar 

  27. Stevenson, G., Ye, J., Dobson, S., Nixon, P.: LOC8: A Location Model and Extensible Framework for Programming with Location. IEEE Pervasive Computing 9(1), 28–37 (2010)

    Article  Google Scholar 

  28. Stoffel, E.-P., Lorenz, B., Ohlbach, H.J.: Towards a Semantic Spatial Model for Pedestrian Indoor Navigation. In: Hainaut, J.-L., Rundensteiner, E.A., Kirchberg, M., Bertolotto, M., Brochhausen, M., Chen, Y.-P.P., Cherfi, S.S.-S., Doerr, M., Han, H., Hartmann, S., Parsons, J., Poels, G., Rolland, C., Trujillo, J., Yu, E., Zimányie, E. (eds.) ER Workshops 2007. LNCS, vol. 4802, pp. 328–337. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  29. Toftkjær, T.: Accurate Positioning of Pedestrians in Mixed Indoor/Outdoor Settings: A Particle Filter Approach to Sensor and Map Fusion. PhD. Dissertation, Aarhus University, Department of Computer Science

    Google Scholar 

  30. Völkel, T., Kühn, R., Weber, G.: Mobility Impaired Pedestrians Are Not Cars: Requirements for the Annotation of Geographical Data. In: Miesenberger, K., Klaus, J., Zagler, W.L., Karshmer, A.I. (eds.) ICCHP 2008. LNCS, vol. 5105, pp. 1085–1092. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  31. Ye, J., Coyle, L., Dobson, S., Nixon, P.: A Unified Semantics Space Model. In: Hightower, J., Schiele, B., Strang, T. (eds.) LoCA 2007. LNCS, vol. 4718, pp. 103–120. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Schougaard, K.R., Grønbæk, K., Scharling, T. (2012). Indoor Pedestrian Navigation Based on Hybrid Route Planning and Location Modeling. In: Kay, J., Lukowicz, P., Tokuda, H., Olivier, P., Krüger, A. (eds) Pervasive Computing. Pervasive 2012. Lecture Notes in Computer Science, vol 7319. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31205-2_18

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-31205-2_18

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-31204-5

  • Online ISBN: 978-3-642-31205-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics