Abstract
Route learning and reproduction in tour-guide robots is usually performed with the help of an expert in robotics. In this paper we describe a novel approach to these tasks, which reduces the intervention of an expert to a minimum. First, the robot is able to learn routes while following a human acting as a route instructor. Then, anyone can easily ask the robot to reproduce a route using various hand gestures. In order to achieve an accurate route learning and reproduction we use a novel localization algorithm, which is able to combine various sources of information to obtain the robot’s pose. Moreover, the path planning and obstacle avoidance used to navigate while reproducing routes are also described in this article. Finally, we show through several trajectories how the robot is able to learn and reproduce routes.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Buhmann, J., Burgard, W., Cremers, A.B., Fox, D., Hofmann, T., Schneider, F.E., Strikos, J., Thrun, S.: The mobile robot Rhino. AI Magazine 16(2), 31 (1995)
Thrun, S., Bennewitz, M., Burgard, W., Cremers, A.B., Dellaert, F., Fox, D., Hahnel, D., Rosenberg, C., Roy, N., Schulte, J., et al.: MINERVA: A second-generation museum tour-guide robot. In: Proceedings of IEEE International Conference on Robotics and Automation, vol. 3 (1999)
Jensen, B., Froidevaux, G., Greppin, X., Lorotte, A., Mayor, L., Meisser, M., et al.: The interactive autonomous mobile system RoboX. In: IEEE/RSJ International Conference on Intelligent Robots and Systems, vol. 2, pp. 1221–1227 (2002)
Shiomi, M., Kanda, T., Ishiguro, H., Hagita, N.: Interactive humanoid robots for a science museum. In: Proceedings of the 1st ACM SIGCHI/SIGART Conference on Human-Robot Interaction, pp. 305–312 (2006)
Rodriguez-Losada, D., Matia, F., Galan, R., Hernando, M., Montero, J.M., Lucas, J.M.: Urbano, an interactive mobile tour-guide robot. In: Seok, H. (ed.) Advances in Service Robotics, pp. 229–252. In-Teh (2008)
Faber, F., Bennewitz, M., Eppner, C., Gorog, A., et al.: The humanoid museum tour guide Robotinho. In: The 18th IEEE International Symposium on Robot and Human Interactive Communication, RO-MAN 2009, pp. 891–896 (2009)
Avilés, H., Alvarado-González, M., Venegas, E., Rascón, C., Meza, I.V., Pineda, L.: Development of a Tour–Guide Robot Using Dialogue Models and a Cognitive Architecture. In: Kuri-Morales, A., Simari, G.R. (eds.) IBERAMIA 2010. LNCS, vol. 6433, pp. 512–521. Springer, Heidelberg (2010)
Yelamarthi, K., Sherbrook, S., Beckwith, J., Williams, M., Lefief, R.: An RFID Based Autonomous Indoor Tour Guide Robot. In: IEEE 55th International Midwest Symposium on Circuits and Systems, MWSCAS, August 5-8, pp. 562–565 (2012)
Bueno, D.R., Viruete, E., Montano, L.: An autonomous tour guide robot in a next generation smart museum. In: 5th International Symposium on Ubiquitous Computing and Ambient Intelligence (2011)
Alvarez-Santos, V., Iglesias, R., Pardo, X.M., Regueiro, C.V., Canedo-Rodriguez, A.: Gesture-based interaction with voice feedback for a tour-guide robot. Submitted to Journal of Visual Communication and Image Representations (2013)
Alvarez-Santos, V., Pardo, X.M., Iglesias, R., Canedo-Rodriguez, A., Regueiro, C.V.: Feature analysis for human recognition and discrimination: Application to a person following behaviour in a mobile robot. Robotics and Autonomous Systems 60(8), 1021–1036 (2012)
Canedo-Rodriguez, A., Alvarez-Santos, V., Santos-Saavedra, D., Gamallo, C., Fernandez-Delgado, M., Iglesias, R., Regueiro, C.V.: Robust multi-sensor system for mobile robot localization. In: Ferrández, J.M., Álvarez, J.R., de la Paz, F., Javier Toledo, F. (eds.) IWINAC 2013, Part II. LNCS, vol. 7931, pp. 92–101. Springer, Heidelberg (2013)
Dijkstra, E.W.: A note on two problems in connexion with graphs. Numerische Mathematik 1(1), 269–271 (1959)
Fox, D., Burgard, W., Thrun, S.: The dynamic window approach to collision avoidance. Robotics & Automation Magazine 4(1), 23–33 (1997)
Grisetti, G., Stachniss, C., Burgard, W.: Improved Techniques for Grid Mapping with Rao-Blackwellized Particle Filters. IEEE Transactions on Robotics 23(1), 34–46 (2007)
Chang, C.-C., Lin, C.-J.: LIBSVM: A library for support vector machines. ACM Trans. Intell. Syst. Technol. 2(3) (2011)
Thrun, S., Burgard, W., Fox, D.: Probabilistic Robotics. MIT Press (2003)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Alvarez-Santos, V., Canedo-Rodriguez, A., Iglesias, R., Pardo, X.M., Regueiro, C.V. (2013). Route Learning and Reproduction in a Tour-Guide Robot. In: Ferrández Vicente, J.M., Álvarez Sánchez, J.R., de la Paz López, F., Toledo Moreo, F.J. (eds) Natural and Artificial Computation in Engineering and Medical Applications. IWINAC 2013. Lecture Notes in Computer Science, vol 7931. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-38622-0_12
Download citation
DOI: https://doi.org/10.1007/978-3-642-38622-0_12
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-38621-3
Online ISBN: 978-3-642-38622-0
eBook Packages: Computer ScienceComputer Science (R0)