Abstract
We present an approach to actively calibrate the exteroceptive sensors of an Autonomous Surface Vessel (ASV) autonomously. The approach consists of locating suitable calibration sites in the environment from aerial imagery, navigating to them, gathering calibration data and estimating the required parameters from data. We have conducted experiments using an ASV in a lake to validate our approach.
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References
Achar, S., Sankaran, B., Nuske, S., Scherer, S., Singh, S.: Self-supervised segmentation of river scenes. In: 2011 IEEE International Conference on Robotics and Automation (ICRA), pp. 6227–6232, May 2011
Bandyophadyay, T., Sarcione, L., Hover, F.S.: A simple reactive obstacle avoidance algorithm and its application in singapore harbor. In: Field and Service, Robotics, pp. 455–465 (2009)
Bouguet, J.-Y.: Pyramidal implementation of the affine lucas kanade feature tracker description of the algorithm. Intel Corp. 2, 3 (2001)
Chu, D., Baldwin, K.C., Foote, K.G., Li, Y., Mayer, L.A., Melvin, G.D.: Multibeam sonar calibration: target localization in azimuth. In: MTS/IEEE Conference and Exhibition OCEANS, vol. 4, pp. 2506–2510 (2001)
Civera, J., Bueno, D.R., Davison, A.J., Montiel J.M.M.: Camera self-calibration for sequential bayesian structure from motion. In: IEEE International Conference on Robotics and Automation, ICRA’09
Foote, K.G., Chu, D., Hammar, T.R., Baldwin, K.C., Mayer, L.A., Hufnagle L.C. Jr., Jech, J.M.: Protocols for calibrating multibeam sonar. J. Acoust. Soc. Am. 117(4), 2013–2027 (2005)
Heidarsson, H.K., Sukhatme, G.S.: Obstacle detection and avoidance for an autonomous surface vehicle using a profiling sonar. In: 2011 IEEE International Conference on Robotics and Automation. Shanghai, May 2011
Heidarsson, H.K., Sukhatme, G.S.: Obstacle detection from overhead imagery using self-supervised learning for autonomous surface vehicles. In: IEEE/RSJ International Conference on Intelligent Robots and Systems. San Francisco, September 2011
Kassir, A., Peynot, T.: Reliable automatic camera-laser calibration. In: Australasian Conference on Robotics and Automation (2010)
Kelly, J., Sukhatme, G.S.: Visual-inertial sensor fusion: localization, mapping and sensor-to-sensor self-calibration. Int. J. Robot. Res. 30(1), 56–79 (2011)
Leedekerken, J.C., Fallon, M.F., Leonard, J.J.: Mapping Complex Marine Environments with Autonomous Surface Craft. Delhi (2010)
Levinson, J., Thrun, S.: Automatic online calibration of cameras and lasers. In: Proceedings of Robotics Science and Systems (2013)
Matas, J., Galambos, C., Kittler, J.: Robust detection of lines using the progressive probabilistic Hough transform. Comput. Vis. Image Underst. 78(1), 119–137 (2000)
Myronenko, A., Song, X.: Point set registration: coherent point drift. IEEE Trans. Pattern Anal. Mach. Intell. 32(12), 2262–2275 (2010)
Nguyen, V., Martinelli, A., Tomatis, N., Siegwart, R.: A comparison of line extraction algorithms using 2D laser rangefinder for indoor mobile robotics. In: 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, (IROS 2005), pp. 1929–1934, August 2005
Ribas, D., Ridao, P., Tardos, J.D., Neira, J.: Underwater SLAM in man-made structured environments. J. Field Robot. 25, 898–921 (2008)
Santana, P., Mendonca, R., Barata, J.: Water detection with segmentation guided dynamic texture recognition. In: 2012 IEEE International Conference on Robotics and Biomimetics (ROBIO), pp. 1836–1841 (2012)
Scaramuzza, D., Harati, A., Siegwart, R.: Extrinsic self calibration of a camera and a 3D laser range finder from natural scenes. In: IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS, pp. 4164–4169 (2007)
Zhang, Z.: A flexible new technique for camera calibration. IEEE Trans. Pattern Anal. Mach. Intell. 22(11), 1330–1334 (2000)
Acknowledgments
Special thanks to RESL members Jnaneshwar Das, Stephanie Kemna, Jörg Müller and Carl Oberg for their help with conducting field experiments and the staff at Frank G. Bonelli Regional Park for being helpful and allowing us to conduct our experiments in the lake.
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Heidarsson, H.K., Sukhatme, G.S. (2016). Active Online Calibration of Multiple Sensors for Autonomous Surface Vessels. In: Hsieh, M., Khatib, O., Kumar, V. (eds) Experimental Robotics. Springer Tracts in Advanced Robotics, vol 109. Springer, Cham. https://doi.org/10.1007/978-3-319-23778-7_16
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DOI: https://doi.org/10.1007/978-3-319-23778-7_16
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