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Erschienen in: Autonomous Robots 2/2017

02.03.2016

An accurate and efficient navigation system for omnidirectional robots in industrial environments

verfasst von: Christoph Sprunk, Boris Lau, Patrick Pfaff, Wolfram Burgard

Erschienen in: Autonomous Robots | Ausgabe 2/2017

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Abstract

Enhanced logistics is widely regarded as a key technology to increase flexibility and cost efficiency of today’s factories. For example, fully autonomous transport vehicles aim to gradually replace conveyor belts, guided vehicles, and manual labor. In this context, especially omnidirectional robots are appealing thanks to their advanced maneuvering capabilities. In industrial applications, however, accuracy as well as safety and efficiency are key requirements for successful navigation systems. In this paper, we present an accurate navigation system for omnidirectional robots. Our system includes dedicated modules for mapping, localization, trajectory generation and robot control. It has been designed for accurate execution by devising smooth, curvature continuous trajectories, by planning appropriate velocities and by accounting for platform and safety constraints. In this way, it completely utilizes the maneuvering capabilities of omnidirectional robots and optimizes trajectories with respect to time of travel. We present extensive experimental evaluations in simulation and in changing real-world environments to demonstrate the robustness and accuracy of our system.

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Fußnoten
1
Carmen robot navigation toolkit. http://​carmen.​sourceforge.​net, 2014. Online, accessed 2014-11- 26.
 
2
Frog AGV Systems. http://​frog.​nl, 2014. Online, accessed 2014-11-26.
 
3
Swisslog. http://​swisslog.​com, 2014. Online, accessed 2014-11-26.
 
4
Adept mobilerobots. http://​mobilerobots.​com, (2014). Online accessed 2014-11-26.
 
Literatur
Zurück zum Zitat Balkcom, D. J., Kavathekar, P. A., & Mason, M. T. (2006). Time-optimal trajectories for an omni-directional vehicle. International Journal of Robotics Research (IJRR), 25(10), 985–999.CrossRefMATH Balkcom, D. J., Kavathekar, P. A., & Mason, M. T. (2006). Time-optimal trajectories for an omni-directional vehicle. International Journal of Robotics Research (IJRR), 25(10), 985–999.CrossRefMATH
Zurück zum Zitat Bobrow, J. E., Dubowsky, S., & Gibson, J. (1985). Time-optimal control of robotic manipulators along specified paths. International Journal of Robotics Research (IJRR), 4(3), 3–17.CrossRef Bobrow, J. E., Dubowsky, S., & Gibson, J. (1985). Time-optimal control of robotic manipulators along specified paths. International Journal of Robotics Research (IJRR), 4(3), 3–17.CrossRef
Zurück zum Zitat Brock, O., & Khatib, O. (2002). Elastic strips: A framework for motion generation in human environments. The International Journal of Robotics Research, 21(12), 1031–1052.CrossRef Brock, O., & Khatib, O. (2002). Elastic strips: A framework for motion generation in human environments. The International Journal of Robotics Research, 21(12), 1031–1052.CrossRef
Zurück zum Zitat Byravan, A., Boots, B., Srinivasa, S., & Fox, D. (2014). Space-time functional gradient optimization for motion planning. In IEEE International Conference on Robotics and Automation (ICRA) (pp. 6499–6506), May (2014). doi:10.1109/ICRA.2014.6907818. Byravan, A., Boots, B., Srinivasa, S., & Fox, D. (2014). Space-time functional gradient optimization for motion planning. In IEEE International Conference on Robotics and Automation (ICRA) (pp. 6499–6506), May (2014). doi:10.​1109/​ICRA.​2014.​6907818.
Zurück zum Zitat Connors, J., & Elkaim, G. (2007). Manipulating B-Spline based paths for obstacle avoidance in autonomous ground vehicles. In National Meeting of the Institute of Navigation, San Diego, USA 2007. Connors, J., & Elkaim, G. (2007). Manipulating B-Spline based paths for obstacle avoidance in autonomous ground vehicles. In National Meeting of the Institute of Navigation, San Diego, USA 2007.
Zurück zum Zitat Dellaert, F., & Kaess, M. (2006). Square root SAM: Simultaneous localization and mapping via square root information smoothing. International Journal of Robotics Research (IJRR), 25(12), 1181–1203.CrossRefMATH Dellaert, F., & Kaess, M. (2006). Square root SAM: Simultaneous localization and mapping via square root information smoothing. International Journal of Robotics Research (IJRR), 25(12), 1181–1203.CrossRefMATH
Zurück zum Zitat Dellaert, F., Fox, D., Burgard, W., & Thrun, S. (1999). Monte Carlo Localization for mobile robots. In IEEE International Conference on Robotics and Automation (ICRA). Dellaert, F., Fox, D., Burgard, W., & Thrun, S. (1999). Monte Carlo Localization for mobile robots. In IEEE International Conference on Robotics and Automation (ICRA).
Zurück zum Zitat Foskey, M., Garber, M., Lin, M.C., & Manocha, D. (2001). A voronoi-based hybrid motion planner. In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Foskey, M., Garber, M., Lin, M.C., & Manocha, D. (2001). A voronoi-based hybrid motion planner. In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).
Zurück zum Zitat Fox, D. (2003). Adapting the sample size in particle filters through KLD-sampling. Interntaional Journal of Robotics Research (IJRR), 22(12), 985–1003.CrossRef Fox, D. (2003). Adapting the sample size in particle filters through KLD-sampling. Interntaional Journal of Robotics Research (IJRR), 22(12), 985–1003.CrossRef
Zurück zum Zitat Fox, D., Burgard, W., & Thrun, S. (1997). The dynamic window approach to collision avoidance. IEEE Robotics & Automation Magazine, 4(1), 23–33.CrossRef Fox, D., Burgard, W., & Thrun, S. (1997). The dynamic window approach to collision avoidance. IEEE Robotics & Automation Magazine, 4(1), 23–33.CrossRef
Zurück zum Zitat Fraichard, T., & Delsart, V. (2009). Navigating dynamic environments with trajectory deformation. Journal of Computing and Information Technology, 17, 27–36.CrossRef Fraichard, T., & Delsart, V. (2009). Navigating dynamic environments with trajectory deformation. Journal of Computing and Information Technology, 17, 27–36.CrossRef
Zurück zum Zitat Grisetti, G., Kummerle, R., Stachniss, C., & Burgard, W. (2010). A tutorial on graph-based SLAM. IEEE Intelligent Transportation Systems Magazine, 2(4), 31–43.CrossRef Grisetti, G., Kummerle, R., Stachniss, C., & Burgard, W. (2010). A tutorial on graph-based SLAM. IEEE Intelligent Transportation Systems Magazine, 2(4), 31–43.CrossRef
Zurück zum Zitat Guizzo, E. (2008). Three engineers, hundreds of robots, one warehouse. IEEE Spectrum, 45(7), 26–34.CrossRef Guizzo, E. (2008). Three engineers, hundreds of robots, one warehouse. IEEE Spectrum, 45(7), 26–34.CrossRef
Zurück zum Zitat Hershberger, J., & Snoeyink, J. (1992). Speeding up the Douglas-Peucker line-simplification algorithm. Technical report, University of British Columbia. Hershberger, J., & Snoeyink, J. (1992). Speeding up the Douglas-Peucker line-simplification algorithm. Technical report, University of British Columbia.
Zurück zum Zitat Hornung, A., Phillips, M., Jones, E.G., Bennewitz, M., Likhachev, M., & Chitta, S. (2012). Navigation in three-dimensional cluttered environments for mobile manipulation. In IEEE Interntaional Conference on Robotics and Automation (ICRA). Hornung, A., Phillips, M., Jones, E.G., Bennewitz, M., Likhachev, M., & Chitta, S. (2012). Navigation in three-dimensional cluttered environments for mobile manipulation. In IEEE Interntaional Conference on Robotics and Automation (ICRA).
Zurück zum Zitat Kalakrishnan, M., Chitta, S., Theodorou, E., Pastor, P., & Schaal, S. (2011). Stomp: Stochastic trajectory optimization for motion planning. In IEEE Interntaional Conference on Robotics and Automation (ICRA) (pp. 4569–4574) May 2011. doi:10.1109/ICRA.2011.5980280. Kalakrishnan, M., Chitta, S., Theodorou, E., Pastor, P., & Schaal, S. (2011). Stomp: Stochastic trajectory optimization for motion planning. In IEEE Interntaional Conference on Robotics and Automation (ICRA) (pp. 4569–4574) May 2011. doi:10.​1109/​ICRA.​2011.​5980280.
Zurück zum Zitat Kalmár-Nagy, T., D’Andrea, R., & Ganguly, P. (2004). Near-optimal dynamic trajectory generation and control of an omnidirectional vehicle. Robotics and Autonomous Systems, 46(1), 47–64.CrossRef Kalmár-Nagy, T., D’Andrea, R., & Ganguly, P. (2004). Near-optimal dynamic trajectory generation and control of an omnidirectional vehicle. Robotics and Autonomous Systems, 46(1), 47–64.CrossRef
Zurück zum Zitat Karaman, S., & Frazzoli, E. (2011). Sampling-based algorithms for optimal motion planning. International Journal of Robotics Research (IJRR), 30(7), 846–894.CrossRefMATH Karaman, S., & Frazzoli, E. (2011). Sampling-based algorithms for optimal motion planning. International Journal of Robotics Research (IJRR), 30(7), 846–894.CrossRefMATH
Zurück zum Zitat Kümmerle, R., Grisetti, G., Strasdat, H., Konolige, K., & Burgard, W. (2011). g2o: A general framework for graph optimization. In IEEE Interntaional Conference on Robotics and Automation (ICRA). Kümmerle, R., Grisetti, G., Strasdat, H., Konolige, K., & Burgard, W. (2011). g2o: A general framework for graph optimization. In IEEE Interntaional Conference on Robotics and Automation (ICRA).
Zurück zum Zitat Kümmerle, R., Ruhnke, M., Steder, B., Stachniss, C., & Burgard, W. (2014). Autonomous robot navigation in highly populated pedestrian zones. Journal of Field Robotics, 32, 565–589.CrossRef Kümmerle, R., Ruhnke, M., Steder, B., Stachniss, C., & Burgard, W. (2014). Autonomous robot navigation in highly populated pedestrian zones. Journal of Field Robotics, 32, 565–589.CrossRef
Zurück zum Zitat Lamiraux, F., Bonnafous, D., & Lefebvre, O. (2004). Reactive path deformation for nonholonomic mobile robots. IEEE Transactions on Robotics, 20(6), 967–977.CrossRef Lamiraux, F., Bonnafous, D., & Lefebvre, O. (2004). Reactive path deformation for nonholonomic mobile robots. IEEE Transactions on Robotics, 20(6), 967–977.CrossRef
Zurück zum Zitat Lau, B., Sprunk, C., & Burgard, W. (2009). Kinodynamic motion planning for mobile robots using splines. In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Lau, B., Sprunk, C., & Burgard, W. (2009). Kinodynamic motion planning for mobile robots using splines. In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).
Zurück zum Zitat Lau, B., Sprunk, C., & Burgard, W. (2013). Efficient grid-based spatial representations for robot navigation in dynamic environments. Robotics and Autonomous Systems, 61(10), 1116–1130.CrossRef Lau, B., Sprunk, C., & Burgard, W. (2013). Efficient grid-based spatial representations for robot navigation in dynamic environments. Robotics and Autonomous Systems, 61(10), 1116–1130.CrossRef
Zurück zum Zitat Likhachev, M., & Ferguson, D. (2009). Planning long dynamically feasible maneuvers for autonomous vehicles. International Journal of Robotics Research (IJRR), 28(8), 933–945.CrossRef Likhachev, M., & Ferguson, D. (2009). Planning long dynamically feasible maneuvers for autonomous vehicles. International Journal of Robotics Research (IJRR), 28(8), 933–945.CrossRef
Zurück zum Zitat Liu, Y., Zhu, J. J., Williams, R. L, I. I., & Wu, J. (2008). Omni-directional mobile robot controller based on trajectory linearization. Robotics and Autonomous Systems, 56(5), 461–479.CrossRef Liu, Y., Zhu, J. J., Williams, R. L, I. I., & Wu, J. (2008). Omni-directional mobile robot controller based on trajectory linearization. Robotics and Autonomous Systems, 56(5), 461–479.CrossRef
Zurück zum Zitat Marder-Eppstein, E., Berger, E., Foote, T., Gerkey, B., & Konolige, K. (2010). The office marathon: Robust navigation in an indoor office environment. In IEEE Intlernational Conference on Robotics and Automation (ICRA). Marder-Eppstein, E., Berger, E., Foote, T., Gerkey, B., & Konolige, K. (2010). The office marathon: Robust navigation in an indoor office environment. In IEEE Intlernational Conference on Robotics and Automation (ICRA).
Zurück zum Zitat Maček, K., Vasquez, G., Fraichard, T., & Siegwart, R. (2009). Towards safe vehicle navigation in dynamic urban scenarios. Automatika, 50(3–4), 184–194. Maček, K., Vasquez, G., Fraichard, T., & Siegwart, R. (2009). Towards safe vehicle navigation in dynamic urban scenarios. Automatika, 50(3–4), 184–194.
Zurück zum Zitat Montemerlo, D., Roy, N., & Thrun, S. (2003). Perspectives on standardization in mobile robot programming: The Carnegie Mellon navigation (CARMEN) toolkit. In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Montemerlo, D., Roy, N., & Thrun, S. (2003). Perspectives on standardization in mobile robot programming: The Carnegie Mellon navigation (CARMEN) toolkit. In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).
Zurück zum Zitat Muir, P. (1988). Modeling and Control of Wheeled Mobile Robots. PhD thesis, Carnegie Mellon University, Pittsburgh, PA. Muir, P. (1988). Modeling and Control of Wheeled Mobile Robots. PhD thesis, Carnegie Mellon University, Pittsburgh, PA.
Zurück zum Zitat Olson, E. (2008). Robust and efficient robotic mapping. PhD thesis, Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science. Olson, E. (2008). Robust and efficient robotic mapping. PhD thesis, Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science.
Zurück zum Zitat Purwin, O., & D’Andrea, R. (2006). Trajectory generation and control for four wheeled omnidirectional vehicles. Robotics and Autonomous Systems, 54, 13–22.CrossRef Purwin, O., & D’Andrea, R. (2006). Trajectory generation and control for four wheeled omnidirectional vehicles. Robotics and Autonomous Systems, 54, 13–22.CrossRef
Zurück zum Zitat Quinlan, S., & Khatib, O. (1993). Elastic bands: Connecting path planning and control. In IEEE Inernational Conference on Robotics and Automation (ICRA) (pp. 802–807). Quinlan, S., & Khatib, O. (1993). Elastic bands: Connecting path planning and control. In IEEE Inernational Conference on Robotics and Automation (ICRA) (pp. 802–807).
Zurück zum Zitat Ratliff, N., Zucker, M., Bagnell, J.A., & Srinivasa, S. (2009). Chomp: Gradient optimization techniques for efficient motion planning. In IEEE Intl. Conference on Robotics and Automation (ICRA) (pp. 489–494). Ratliff, N., Zucker, M., Bagnell, J.A., & Srinivasa, S. (2009). Chomp: Gradient optimization techniques for efficient motion planning. In IEEE Intl. Conference on Robotics and Automation (ICRA) (pp. 489–494).
Zurück zum Zitat Riedmiller, M., & Braun, H. (1993). A direct adaptive method for faster backpropagation learning: The RPROP algorithm. In Interntaional Conference on Neural Networks. Riedmiller, M., & Braun, H. (1993). A direct adaptive method for faster backpropagation learning: The RPROP algorithm. In Interntaional Conference on Neural Networks.
Zurück zum Zitat Roewekaemper, J., Sprunk, C., Tipaldi, G.D., Stachniss, C., Pfaff, P., & Burgard, W.(2012). On the position accuracy of mobile robot localization based on particle filters combined with scan matching. In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Roewekaemper, J., Sprunk, C., Tipaldi, G.D., Stachniss, C., Pfaff, P., & Burgard, W.(2012). On the position accuracy of mobile robot localization based on particle filters combined with scan matching. In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).
Zurück zum Zitat Rojas, R., & Förster, A. G. (2006). Holonomic control of a robot with an omnidirectional drive. Künstliche Intelligenz, 20(2), 12–17. Rojas, R., & Förster, A. G. (2006). Holonomic control of a robot with an omnidirectional drive. Künstliche Intelligenz, 20(2), 12–17.
Zurück zum Zitat Rufli, M., Ferguson, D., Siegwart, R.: Smooth path planning in constrained environments. In IEEE Intl. Conference on Robotics and Automation (ICRA), (2009). Rufli, M., Ferguson, D., Siegwart, R.: Smooth path planning in constrained environments. In IEEE Intl. Conference on Robotics and Automation (ICRA), (2009).
Zurück zum Zitat Schulman, J., Ho, J., Lee, A., Awwal, I., Bradlow, H., & Abbeel, P. (2013). Finding locally optimal, collision-free trajectories with sequential convex optimization. In Robotics: Science and Systems (Vol. 9, pp. 1–10). Schulman, J., Ho, J., Lee, A., Awwal, I., Bradlow, H., & Abbeel, P. (2013). Finding locally optimal, collision-free trajectories with sequential convex optimization. In Robotics: Science and Systems (Vol. 9, pp. 1–10).
Zurück zum Zitat Shin, K. G., & McKay, N. D. (1985). Minimum-time control of robotic manipulators with geometric path constraints. IEEE Transactions on Automatic Control, 30(6), 531–541.CrossRefMATH Shin, K. G., & McKay, N. D. (1985). Minimum-time control of robotic manipulators with geometric path constraints. IEEE Transactions on Automatic Control, 30(6), 531–541.CrossRefMATH
Zurück zum Zitat Sprunk, C., Lau, B., Pfaff, P., & Burgard, W. (2011). Online generation of kinodynamic trajectories for non-circular omnidirectional robots. In IEEE International Conference on Robotics and Automation (ICRA). Sprunk, C., Lau, B., Pfaff, P., & Burgard, W. (2011). Online generation of kinodynamic trajectories for non-circular omnidirectional robots. In IEEE International Conference on Robotics and Automation (ICRA).
Zurück zum Zitat Sprunk, C., Röwekämper, J., Parent, G., Spinello, L., Tipaldi, G. D., Burgard, W., et al. (2015). An experimental protocol for benchmarking robotic indoor navigation. In M. A. Hsieh, O. Khatib & V. Kumar (Eds.), Experimental Robotics, Springer Tracts in Advanced Robotics (Vol. 109, pp. 487–504). Springer International Publishing. doi:10.1007/978-3-319-23778-7_32. Sprunk, C., Röwekämper, J., Parent, G., Spinello, L., Tipaldi, G. D., Burgard, W., et al. (2015). An experimental protocol for benchmarking robotic indoor navigation. In M. A. Hsieh, O. Khatib & V. Kumar (Eds.), Experimental Robotics, Springer Tracts in Advanced Robotics (Vol. 109, pp. 487–504). Springer International Publishing. doi:10.​1007/​978-3-319-23778-7_​32.​
Zurück zum Zitat Thrun, S., Fox, D., Burgard, W., & Dellaert, F. (2001). Robust Monte Carlo localization for mobile robots. Artificial Intelligence, 128(1), 99–141.CrossRefMATH Thrun, S., Fox, D., Burgard, W., & Dellaert, F. (2001). Robust Monte Carlo localization for mobile robots. Artificial Intelligence, 128(1), 99–141.CrossRefMATH
Zurück zum Zitat Thrun, S., Burgard, W., & Fox, D. (2005). Probabilistic robotics. Cambridge, MA: MIT Press.MATH Thrun, S., Burgard, W., & Fox, D. (2005). Probabilistic robotics. Cambridge, MA: MIT Press.MATH
Zurück zum Zitat Thrun, S., Montemerlo, M., Dahlkamp, H., Stavens, D., Aron, A., Diebel, J., et al. (2006). Stanley: The robot that won the darpa grand challenge. Journal of Field Robotics, 23(9), 661–692.CrossRef Thrun, S., Montemerlo, M., Dahlkamp, H., Stavens, D., Aron, A., Diebel, J., et al. (2006). Stanley: The robot that won the darpa grand challenge. Journal of Field Robotics, 23(9), 661–692.CrossRef
Zurück zum Zitat Tipaldi, G.D., Spinello, L., & Burgard, W. (2013). Geometrical flirt phrases for large scale place recognition in 2d range data. In IEEE Interntaional Conference on Robotics and Automation (ICRA). Tipaldi, G.D., Spinello, L., & Burgard, W. (2013). Geometrical flirt phrases for large scale place recognition in 2d range data. In IEEE Interntaional Conference on Robotics and Automation (ICRA).
Zurück zum Zitat Tipaldi, G. D., Braun, M., & Arras, K. O. (2014). Flirt: Interest regions for 2d range data with applications to robot navigation. Experimental Robotics (pp. 695–710). Berlin: Springer.CrossRef Tipaldi, G. D., Braun, M., & Arras, K. O. (2014). Flirt: Interest regions for 2d range data with applications to robot navigation. Experimental Robotics (pp. 695–710). Berlin: Springer.CrossRef
Zurück zum Zitat Tomatis, N. (2011). Bluebotics: Navigation for the clever robot [Entrepreneur]. IEEE Robotics Automation Magazine, 18(2), 14–16.CrossRef Tomatis, N. (2011). Bluebotics: Navigation for the clever robot [Entrepreneur]. IEEE Robotics Automation Magazine, 18(2), 14–16.CrossRef
Zurück zum Zitat Watanabe, K. (1998). Control of an omnidirectional mobile robot. In Proceedings of International Conference on Knowledge-Based Intelligent Electronic Systems. Watanabe, K. (1998). Control of an omnidirectional mobile robot. In Proceedings of International Conference on Knowledge-Based Intelligent Electronic Systems.
Zurück zum Zitat Werling, M., & Gröll, L. (2008). Low-level controllers realizing high-level decisions in an autonomous vehicle. In IEEE Intelligent Vehicles Symposium. Werling, M., & Gröll, L. (2008). Low-level controllers realizing high-level decisions in an autonomous vehicle. In IEEE Intelligent Vehicles Symposium.
Zurück zum Zitat Wurman, P. R., D’Andrea, R., & Mountz, M. (2008). Coordinating hundreds of cooperative, autonomous vehicles in warehouses. AI Magazine, 29(1), 9. Wurman, P. R., D’Andrea, R., & Mountz, M. (2008). Coordinating hundreds of cooperative, autonomous vehicles in warehouses. AI Magazine, 29(1), 9.
Zurück zum Zitat Yang, Y., & Brock, O. (2010). Elastic roadmaps-motion generation for autonomous mobile manipulation. Autonomous Robots, 28(1), 113–130.CrossRef Yang, Y., & Brock, O. (2010). Elastic roadmaps-motion generation for autonomous mobile manipulation. Autonomous Robots, 28(1), 113–130.CrossRef
Zurück zum Zitat Ziegler, J., & Stiller, C. (2009). Spatiotemporal state lattices for fast trajectory planning in dynamic on-road driving scenarios. In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Ziegler, J., & Stiller, C. (2009). Spatiotemporal state lattices for fast trajectory planning in dynamic on-road driving scenarios. In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).
Zurück zum Zitat Ziegler, J., Werling, M., Schröder, J. (2008). Navigating car-like robots in unstructured environments using an obstacle sensitive cost function. In IEEE Intelligent Vehicles Symposium (IV 08). Ziegler, J., Werling, M., Schröder, J. (2008). Navigating car-like robots in unstructured environments using an obstacle sensitive cost function. In IEEE Intelligent Vehicles Symposium (IV 08).
Metadaten
Titel
An accurate and efficient navigation system for omnidirectional robots in industrial environments
verfasst von
Christoph Sprunk
Boris Lau
Patrick Pfaff
Wolfram Burgard
Publikationsdatum
02.03.2016
Verlag
Springer US
Erschienen in
Autonomous Robots / Ausgabe 2/2017
Print ISSN: 0929-5593
Elektronische ISSN: 1573-7527
DOI
https://doi.org/10.1007/s10514-016-9557-1

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