Abstract
Simultaneous localization and mapping (SLAM) is the process where a mobile robot builds a map of an unknown environment while at the same time being localized relative to this map.
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References
R. Smith, M. Self, P. Cheeseman, A stochastic map for uncertain spatial relationships, in Proceedings of 4th International Symposium Robotics Research (Santa Clara, 1988), pp. 467–474
K. Konolige, Large-scale map-making, in Proceedings of 19th AAAI Conference on Artificial Intelligence (San Jose, California, Jul 2004) pp. 457–463
S. Thrun, M. Montemerlo, The graph SLAM algorithm with applications to large-scale mapping of urban structures. Int. J. Robot. Res. 25(5–6), 403–429 (2006)
U. Frese, L. Schröder, Closing a million-landmarks loop, in Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (Beijing, Oct 2006), pp. 5032–5039
G. Sibley, C. Mei, I. Reid, P. Newman, Vast-scale outdoor navigation using adaptive relative bundle adjustment. Int. J. Robot. Res. 29(8), 958–980 (2010)
R.M. Eustice, H. Singh, J.J. Leonard, M.R. Walter, Visually mapping the RMS Titanic: conservative covariance estimates for SLAM information filters. Int. J. Robot. Res. 25(12), 1223–1242 (2006)
S. Thrun, S. Thayer, W. Whittaker, C. Baker, W. Burgard, D. Ferguson, D. Hahnel, M. Montemerlo, A. Morris, Z. Omohundro, C. Reverte, Autonomous exploration and mapping of abandoned mines. Robot. Automat. Mag. 11(4), 79–91 (2004)
R. Valencia, Mapping, planning and exploration with Pose SLAM. Ph.D. thesis, UPC, Barcelona, Apr 2013, http://hdl.handle.net/10803/117471
V. Ila, J.M. Porta, J. Andrade-Cetto, Information-based compact Pose SLAM. IEEE Trans. Robot. 26(1), 78–93 (2010)
P.M. Newman, J. Leonard, J. Neira, J.D. Tardós, Explore and return: Experimental validation of real time concurrent mapping and localization, in Proceedings of IEEE International Conference on Robotics and Automation (Washington, May 2002), pp. 1802–1809
J. Guivant, E. Nebot, J. Nieto, F. Masson, Navigation and mapping in large unstructured environments. Int. J. Robot. Res. 23(4–5), 449–472 (2004)
S. Rezaei, J. Guivant, J. Nieto, E. Nebot, Simultaneous information and global motion analysis (“SIGMA”) for car-like robots, in Proceedings of IEEE International Conference on Robotics and Automation (New Orleans, Apr 2004), pp 1939–1944
S. Prentice, N. Roy, The belief roadmap: efficient planning in belief space by factoring the covariance. Int. J. Robot. Res. 29(11–12), 1448–1465 (2009)
R. He, S. Prentice, N. Roy, Planning in information space for a quadrotor helicopter in a GPS-denied environment, in Proceedings of IEEE International Conference on Robotics and Automation (Pasadena, May 2008), pp. 1814–1820
C. Stachniss, G. Grisetti, W. Burgard, Information gain-based exploration using Rao-Blackwellized particle filters, in Robotics: Science and Systems I (Cambridge, Jun 2005), pp. 65–72
E. Olson, J. Leonard, S. Teller, Fast iterative alignment of pose graphs with poor initial estimates, in Proceedings of IEEE International Conference on Robotics and Automation (Orlando, May 2006), pp. 2262–2269
G. Grisetti, C. Stachniss, S. Grzonka, W. Burgard, A tree parameterization for efficiently computing maximum likelihood maps using gradient descent, in Robotics: Science and Systems III (Atlanta, Jun 2007), pp. 9:1–9:8
P.J. Besl, N.D. McKay, A method for registration of 3D shapes. IEEE Trans. Pattern Anal. Mach. Intell. 14(2), 239–256 (1992)
V. Ila, J. Andrade-Cetto, R. Valencia, A. Sanfeliu, Vision-based loop closing for delayed state robot mapping, in Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (San Diego, Nov 2007), pp. 3892–3897
R.M. Eustice, H. Singh, J.J. Leonard, Exactly sparse delayed-state filters for view-based SLAM. IEEE Trans. Robot. 22(6), 1100–1114 (2006)
R. Valencia, E.H. Teniente, E. Trulls, J. Andrade-Cetto, 3D mapping for urban service robots, in Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (Saint Louis, Oct 2009), pp. 3076–3081
A. Sanfeliu, J. Andrade-Cetto, Ubiquitous networking robotics in urban settings, in Proceedings of IEEE/RSJ IROS Workshop on Network Robot Systems (Beijing, Oct 2006), pp. 14–18
J. Andrade-Cetto, A. Ortega, E. Teniente, E. Trulls, R. Valencia, A. Sanfeliu, Combination of distributed camera network and laser-based 3d mapping for urban service robotics, in Proceedings of IEEE/RSJ IROS Workshop on Network Robot Systems (Saint Louis, Oct 2009), pp. 69–80
R. Valencia, J. Andrade-Cetto, J.M Porta, Path planning with Pose SLAM. Technical Report IRI-DT-10-03, IRI, UPC, 2010
R. Valencia, J. Andrade-Cetto, J. M. Porta, Path planning in belief space with Pose SLAM, in Proceedings of IEEE International Conference on Robotics and Automation (Shanghai, May 2011), pp. 78–83
R. Valencia, M. Morta, J. Andrade-Cetto, J.M. Porta, Planning reliable paths with Pose SLAM. IEEE Trans. Robot. 29(4), 1050–1059 (2013)
E.H. Teniente, R. Valencia, J. Andrade-Cetto, Dense outdoor 3D mapping and navigation with Pose SLAM, in Proceedings of III Workshop de Robótica: Robótica Experimental, ROBOT’11 (Seville, 2011), pp. 567–572
R. Valencia, J. Valls Miró, G. Dissanayake, J. Andrade-Cetto, Active Pose SLAM, in Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (Algarve, Oct 2012), pp. 1885–1891
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Valencia, R., Andrade-Cetto, J. (2018). Introduction. In: Mapping, Planning and Exploration with Pose SLAM. Springer Tracts in Advanced Robotics, vol 119. Springer, Cham. https://doi.org/10.1007/978-3-319-60603-3_1
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DOI: https://doi.org/10.1007/978-3-319-60603-3_1
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