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Integration of Qualitative and Quantitative Spatial Data within a Semantic Map for Service Robots

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Progress in Automation, Robotics and Measuring Techniques

Abstract

A semantic map which comprises quantitative and qualitative space representations with semantic information seems to be an obligatory part of every robotic system designed to work hand in hand with humans. In this paper we present a semantic map architecture developed for the Courier service robot performing indoor delivery tasks. In our approach we propose to represent not only objects, but also spaces. With such a representation, the state of the world is a set of object-inspace relations, rather than object-object relations, which helps to reduce the total number of spatial relations.

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References

  1. Braga, R.A.M., Petry, M., Moreira, A.P., Reis, L.P.: Concept and design of the intellwheels development platform for intelligent wheelchairs. In: Cetto, J.A., Ferrier, J.L., Filipe, J. (eds.) Informatics in Control, Automation and Robotics. LNEE, vol. 37, pp. 191–203. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  2. Fasola, J., Mataric, M.: Using socially assistive human robot interaction to motivate physical exercise for older adults. Proceedings of the IEEE 100(8), 2512–2526 (2012)

    Article  Google Scholar 

  3. Giannopulu, I.: Cognitive and emotional interactions between autistic child, mobile robot and therapist: a case report. Frontiers in Computational Neuroscience 2 (2011), http://www.frontiersin.org/computational_neuroscience/10.3389/conf.fncom.2011.52.00002/full

  4. Gienger, M., Muehlig, M., Steil, J.: A task-level control approach for human-robot interaction - exploiting generalization and invariance. In: IEEE Conf. Intelligent Robotic Systems, pp. 1262–1269. IEEE, Taipeh (2010)

    Google Scholar 

  5. Harasymowicz-Boggio, B., Siemiatkowska, B.: Using ignorance in 3d scene understanding. Mathematical Problems in Engineering 2014 11 (2014)

    Google Scholar 

  6. van Harmelen, F., Lifschitz, V., Porter, B.: Handbook of Knowledge Representation. Foundations of Artificial Intelligence, vol. 3. Elsevier (2008)

    Google Scholar 

  7. Koenig, S., Simmons, R.: Xavier: A robot navigation architecture based on partially observable markov decision process models. In: Artificial Intelligence Based Mobile Robotics: Case Studies of Successful Robot Systems, pp. 91–122 (1998)

    Google Scholar 

  8. Leite, I., Castellano, G., Pereira, A., Martinho, C., Paiva, A.: Modelling empathic behaviour in a robotic game companion for children: An ethnographic study in real-world settings. In: Proceedings of the Seventh Annual ACM/IEEE International Conference on Human-Robot Interaction, HRI 2012, pp. 367–374. ACM, New York (2012), http://doi.acm.org/10.1145/2157689.2157811

    Google Scholar 

  9. Matthews, J.T., Thrun, S., Dunbar-jacob, J.: Robotic assistive technology for community-residing older adults and persons with disabilities: An interinstitutional initiative for students in the health and technology fields. In: Proceedings of the International Conference on Engineering Education, pp. 18–21 (2002)

    Google Scholar 

  10. Nef, T., Mihelj, M., Riener, R.: ARMin: a robot for patient-cooperative arm therapy. Medical & Biological Engineering & Computing 45(9), 887–900 (2007), http://dx.doi.org/10.1007/s11517-007-0226-6

    Article  Google Scholar 

  11. OMalley, M.K., Sledd, A., Gupta, A., Patoglu, V.: The ricewrist: A distal upper extremity rehabilitation robot for stroke therapy. In: ASME International Mechanical Engineering Congress and Exposition, IMECE (2006)

    Google Scholar 

  12. Pangercic, D., Tenorth, M., Pitzer, B., Beetz, M.: Semantic object maps for robotic housework - representation, acquisition and use. In: 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Vilamoura, Portugal, October 7-12 (2012)

    Google Scholar 

  13. Rottmann, A., Mozos, O.M., Stachniss, C., Burgard, W.: Semantic place classification of indoor environments with mobile robots using boosting. In: Proc. of the National Conference on Artificial Intelligence (AAAI), pp. 1306–1311 (2005)

    Google Scholar 

  14. Siemiątkowska, B., Harasymowicz-Boggio, B.: Semantyczna lokalizacja robota mobilnego. Prace Naukowe Politechniki Warszawskiej. Elektronika, 317–326 (2014)

    Google Scholar 

  15. Siemiątkowska, B., Harasymowicz-Boggio, B., Przybylski, M., Różańska-Walczuk, M., Wiśniowski, M., Kowalski, M.: Bim based indoor navigation system of hermes mobile robot. In: Padois, V. (ed.) Romansy 19 - Robot Design, Dynamics and Control, pp. 375–382. Springer (2013)

    Google Scholar 

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Przybylski, M., Koguciuk, D., Siemiątkowska, B., Harasymowicz-Boggio, B., Chechliński, Ł. (2015). Integration of Qualitative and Quantitative Spatial Data within a Semantic Map for Service Robots. In: Szewczyk, R., Zieliński, C., Kaliczyńska, M. (eds) Progress in Automation, Robotics and Measuring Techniques. Advances in Intelligent Systems and Computing, vol 351. Springer, Cham. https://doi.org/10.1007/978-3-319-15847-1_22

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  • DOI: https://doi.org/10.1007/978-3-319-15847-1_22

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-15846-4

  • Online ISBN: 978-3-319-15847-1

  • eBook Packages: EngineeringEngineering (R0)

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