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2017 | OriginalPaper | Buchkapitel

Supervised Autonomy for Exploration and Mobile Manipulation in Rough Terrain

verfasst von : Max Schwarz, Sebastian Schüller, Christian Lenz, David Droeschel, Sven Behnke

Erschienen in: Intelligent Autonomous Systems 14

Verlag: Springer International Publishing

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Abstract

Planetary exploration scenarios illustrate the need for robots that are capable to operate in unknown environments without direct human interaction. Motivated by the DLR SpaceBot Cup 2015, where robots should explore a Mars-like environment, find and transport objects, take a soil sample, and perform assembly tasks, we developed autonomous capabilities for our mobile manipulation robot Momaro. The robot perceives and maps previously unknown, uneven terrain using a 3D laser scanner. We assess drivability and plan navigation for the omnidirectional drive. Using its four legs, Momaro adapts to the slope of the terrain. It perceives objects with cameras, estimates their pose, and manipulates them with its two arms autonomously. For specifying missions, monitoring mission progress, and on-the-fly reconfiguration, we developed suitable operator interfaces. With the developed system, our team NimbRo Explorer solved all tasks of the DLR SpaceBot Camp 2015.

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Literatur
1.
Zurück zum Zitat Mehling, J., Strawser, P., Bridgwater, L., Verdeyen, W., Rovekamp, R.: Centaur: NASA’s mobile humanoid designed for field work. In: Proceedings of ICRA (2007) Mehling, J., Strawser, P., Bridgwater, L., Verdeyen, W., Rovekamp, R.: Centaur: NASA’s mobile humanoid designed for field work. In: Proceedings of ICRA (2007)
2.
Zurück zum Zitat Borst, C., Wimbock, T., Schmidt, F., Fuchs, M., Brunner, B., Zacharias, F., Giordano, P.R., Konietschke, R., Sepp, W., Fuchs, S., Rink, C., Albu-Schaffer, A., Hirzinger, G.: Rollin’ Justin-mobile platform with variable base. In: ICRA (2009) Borst, C., Wimbock, T., Schmidt, F., Fuchs, M., Brunner, B., Zacharias, F., Giordano, P.R., Konietschke, R., Sepp, W., Fuchs, S., Rink, C., Albu-Schaffer, A., Hirzinger, G.: Rollin’ Justin-mobile platform with variable base. In: ICRA (2009)
3.
Zurück zum Zitat Stückler, J., Schwarz, M., Schadler, M., Topalidou-Kyniazopoulou, A., Behnke, S.: NimbRo explorer: semiautonomous exploration and mobile manipulation in rough terrain. J. Field Robot. (JFR) 33, 407–558 (2016)CrossRef Stückler, J., Schwarz, M., Schadler, M., Topalidou-Kyniazopoulou, A., Behnke, S.: NimbRo explorer: semiautonomous exploration and mobile manipulation in rough terrain. J. Field Robot. (JFR) 33, 407–558 (2016)CrossRef
4.
Zurück zum Zitat Semini, C., Tsagarakis, N., Guglielmino, E., Focchi, M., Cannella, F., Caldwell, D.: Design of HyQ-A hydraulically and electrically actuated quadruped robot. J. Syst. Control Eng. 225, 831–849 (2011) Semini, C., Tsagarakis, N., Guglielmino, E., Focchi, M., Cannella, F., Caldwell, D.: Design of HyQ-A hydraulically and electrically actuated quadruped robot. J. Syst. Control Eng. 225, 831–849 (2011)
5.
Zurück zum Zitat Johnson, M., Shrewsbury, B., Bertrand, S., Wu, T., Duran, D., Floyd, M., Abeles, P., Stephen, D., Mertins, N., Lesman, A., et al.: Team IHMC’s lessons learned from the DARPA robotics challenge trials. J. Field Robot. 32, 192–208 (2015)CrossRef Johnson, M., Shrewsbury, B., Bertrand, S., Wu, T., Duran, D., Floyd, M., Abeles, P., Stephen, D., Mertins, N., Lesman, A., et al.: Team IHMC’s lessons learned from the DARPA robotics challenge trials. J. Field Robot. 32, 192–208 (2015)CrossRef
6.
Zurück zum Zitat Endo, G., Hirose, S.: Study on roller-walker (multi-mode steering control and self-contained locomotion). In: ICRA (2000) Endo, G., Hirose, S.: Study on roller-walker (multi-mode steering control and self-contained locomotion). In: ICRA (2000)
7.
Zurück zum Zitat Halme, A., Leppänen, I., Suomela, J., Ylönen, S., Kettunen, I.: WorkPartner: interactive human-like service robot for outdoor applications. Int. J. Robot. Res. (IJRR) 22, 627–640 (2003)CrossRef Halme, A., Leppänen, I., Suomela, J., Ylönen, S., Kettunen, I.: WorkPartner: interactive human-like service robot for outdoor applications. Int. J. Robot. Res. (IJRR) 22, 627–640 (2003)CrossRef
8.
Zurück zum Zitat Kaupisch, T., Noelke, D., Arghir, A.: DLR spacebot cup—Germany’s space robotics competition. In: Proceedings of the Symposium on Advanced Space Technologies in Robotics and Automation (ASTRA) (2015) Kaupisch, T., Noelke, D., Arghir, A.: DLR spacebot cup—Germany’s space robotics competition. In: Proceedings of the Symposium on Advanced Space Technologies in Robotics and Automation (ASTRA) (2015)
9.
Zurück zum Zitat Heppner, G., Roennau, A., Oberländer, J., Klemm, S., Dillmann, R.: Laurope—six legged walking robot for planetary exploration participating in the SpaceBot Cup. In: WS on Advanced Space Technologies for Robotics and Automation (2015) Heppner, G., Roennau, A., Oberländer, J., Klemm, S., Dillmann, R.: Laurope—six legged walking robot for planetary exploration participating in the SpaceBot Cup. In: WS on Advanced Space Technologies for Robotics and Automation (2015)
10.
Zurück zum Zitat Sünderhauf, N., Neubert, P., Truschzinski, M., Wunschel, D., Pöschmann, J., Lange, S., Protzel, P.: Phobos and Deimos on Mars–two autonomous robots for the DLR SpaceBot Cup. In: 12th International Symposium on Artificial Intelligence, Robotics and Automation in Space-i-SAIRAS (2014) Sünderhauf, N., Neubert, P., Truschzinski, M., Wunschel, D., Pöschmann, J., Lange, S., Protzel, P.: Phobos and Deimos on Mars–two autonomous robots for the DLR SpaceBot Cup. In: 12th International Symposium on Artificial Intelligence, Robotics and Automation in Space-i-SAIRAS (2014)
11.
Zurück zum Zitat Schwendner, J., Roehr, T.M., Haase, S., Wirkus, M., Manz, M., Arnold, S., Machowinski, J.: The Artemis rover as an example for model based engineering in space robotics. In: ICRA Workshop on Modelling, Estimation, Perception and Control of All Terrain Mobile Robots (2014) Schwendner, J., Roehr, T.M., Haase, S., Wirkus, M., Manz, M., Arnold, S., Machowinski, J.: The Artemis rover as an example for model based engineering in space robotics. In: ICRA Workshop on Modelling, Estimation, Perception and Control of All Terrain Mobile Robots (2014)
12.
Zurück zum Zitat Schwarz, M., Behnke, S.: Local navigation in rough terrain using omnidirectional height. In: Proceedings of the German Conference on Robotics (ROBOTIK), VDE (2014) Schwarz, M., Behnke, S.: Local navigation in rough terrain using omnidirectional height. In: Proceedings of the German Conference on Robotics (ROBOTIK), VDE (2014)
13.
Zurück zum Zitat Rodehutskors, T., Schwarz, M., Behnke, S.: Intuitive bimanual telemanipulation under communication restrictions by immersive 3D visualization and motion tracking. In: IEEE-RAS International Conference on Humanoid Robots (Humanoids) (2015) Rodehutskors, T., Schwarz, M., Behnke, S.: Intuitive bimanual telemanipulation under communication restrictions by immersive 3D visualization and motion tracking. In: IEEE-RAS International Conference on Humanoid Robots (Humanoids) (2015)
14.
Zurück zum Zitat Schwarz, M., Rodehutskors, T., Schreiber, M., Behnke, S.: Hybrid driving-stepping locomotion with the wheeled-legged robot Momaro. In: ICRA (2016) Schwarz, M., Rodehutskors, T., Schreiber, M., Behnke, S.: Hybrid driving-stepping locomotion with the wheeled-legged robot Momaro. In: ICRA (2016)
15.
Zurück zum Zitat Cheng, G., Zelinsky, A.: Supervised autonomy: a framework for human-robot systems development. Auton. Robots 10, 251–266 (2001)CrossRefMATH Cheng, G., Zelinsky, A.: Supervised autonomy: a framework for human-robot systems development. Auton. Robots 10, 251–266 (2001)CrossRefMATH
16.
Zurück zum Zitat Gillett, R., Greenspan, M., Hartman, L., Dupuis, E., Terzopoulos, D.: Remote operation with supervised autonomy (rosa). In: 6th International Conference on Artificial Intelligence, Robotics and Automation in Space (i-SAIRAS) (2001) Gillett, R., Greenspan, M., Hartman, L., Dupuis, E., Terzopoulos, D.: Remote operation with supervised autonomy (rosa). In: 6th International Conference on Artificial Intelligence, Robotics and Automation in Space (i-SAIRAS) (2001)
17.
Zurück zum Zitat Pedersen, L., Kortenkamp, D., Wettergreen, D., Nourbakhsh, I.: A survey of space robotics. In: Proceedings of the 7th International Symposium on Artificial Intelligence, Robotics and Automation in Space, pp. 19–23 (2003) Pedersen, L., Kortenkamp, D., Wettergreen, D., Nourbakhsh, I.: A survey of space robotics. In: Proceedings of the 7th International Symposium on Artificial Intelligence, Robotics and Automation in Space, pp. 19–23 (2003)
18.
Zurück zum Zitat Droeschel, D., Stückler, J., Behnke, S.: Local multi-resolution representation for 6D motion estimation and mapping with a continuously rotating 3D laser scanner. In: ICRA, pp. 5221–5226 (2014) Droeschel, D., Stückler, J., Behnke, S.: Local multi-resolution representation for 6D motion estimation and mapping with a continuously rotating 3D laser scanner. In: ICRA, pp. 5221–5226 (2014)
19.
Zurück zum Zitat Hornung, A., Wurm, K.M., Bennewitz, M., Stachniss, C., Burgard, W.: OctoMap: an efficient probabilistic 3D mapping framework based on octrees. Auton. Robots 34, 189–206 (2013)CrossRef Hornung, A., Wurm, K.M., Bennewitz, M., Stachniss, C., Burgard, W.: OctoMap: an efficient probabilistic 3D mapping framework based on octrees. Auton. Robots 34, 189–206 (2013)CrossRef
20.
Zurück zum Zitat Droeschel, D., Stückler, J., Behnke, S.: Local multi-resolution surfel grids for MAV motion estimation and 3D mapping. In: IAS (2014) Droeschel, D., Stückler, J., Behnke, S.: Local multi-resolution surfel grids for MAV motion estimation and 3D mapping. In: IAS (2014)
21.
Zurück zum Zitat Kümmerle, R., Grisetti, G., Strasdat, H., Konolige, K., Burgard, W.: G2o: a general framework for graph optimization. In: ICRA (2011) Kümmerle, R., Grisetti, G., Strasdat, H., Konolige, K., Burgard, W.: G2o: a general framework for graph optimization. In: ICRA (2011)
22.
Zurück zum Zitat Huang, T., Yang, G., Tang, G.: A fast two-dimensional median filtering algorithm. IEEE Trans. Acoust. Speech Signal Process. 27, 13–18 (1979)CrossRef Huang, T., Yang, G., Tang, G.: A fast two-dimensional median filtering algorithm. IEEE Trans. Acoust. Speech Signal Process. 27, 13–18 (1979)CrossRef
23.
Zurück zum Zitat Holz, D., Holzer, S., Rusu, R.B., Behnke, S.: Real-time plane segmentation using RGB-D cameras. In: RoboCup 2011: Robot Soccer World Cup XV, pp. 306–317 (2012) Holz, D., Holzer, S., Rusu, R.B., Behnke, S.: Real-time plane segmentation using RGB-D cameras. In: RoboCup 2011: Robot Soccer World Cup XV, pp. 306–317 (2012)
24.
Zurück zum Zitat Segal, A., Haehnel, D., Thrun, S.: Generalized-ICP. In: Proceedings of Robotics: Science and Systems (2009) Segal, A., Haehnel, D., Thrun, S.: Generalized-ICP. In: Proceedings of Robotics: Science and Systems (2009)
25.
Zurück zum Zitat Fox, D., Burgard, W., Thrun, S., et al.: The dynamic window approach to collision avoidance. IEEE Robot. Autom. Mag. 4, 23–33 (1997)CrossRef Fox, D., Burgard, W., Thrun, S., et al.: The dynamic window approach to collision avoidance. IEEE Robot. Autom. Mag. 4, 23–33 (1997)CrossRef
Metadaten
Titel
Supervised Autonomy for Exploration and Mobile Manipulation in Rough Terrain
verfasst von
Max Schwarz
Sebastian Schüller
Christian Lenz
David Droeschel
Sven Behnke
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-48036-7_10