Environment Modeling for Cooperative Aerial/Ground Robotic Systems

作者: Teresa Vidal , Cyrille Berger , Joan Sola , Simon Lacroix

DOI: 10.1007/978-3-642-19457-3_40

关键词:

摘要: This paper addresses the cooperative localization and visual mapping problem for multiple aerial ground robots.We propose use of heterogeneous landmarks, points line segments. A large-scale SLAM algorithm is generalized to manage robots, in which a global graph maintains topological relationships between series local sub-maps built by different robots. Only single camera setups are considered: order achieve undelayed initialization, we present novel parametrization lines based on anchored Plucker coordinates, add extensible endpoints enhance their representativeness. The maps combine such with 3D parametrized inverse-depth. overall approach evaluated real-data taken helicopter rover an abandoned village.

参考文章(13)
Thomas Lemaire, Cyrille Berger, Il-Kyun Jung, Simon Lacroix, Vision-Based SLAM: Stereo and Monocular Approaches International Journal of Computer Vision. ,vol. 74, pp. 343- 364 ,(2007) , 10.1007/S11263-007-0042-3
Teresa A Vidal-Calleja, Cyrille Berger, Simon Lacroix, Event-driven loop closure in multi-robot mapping intelligent robots and systems. pp. 1535- 1540 ,(2009) , 10.1109/IROS.2009.5354335
P. Fabiani, V. Fuertes, A. Piquereau, R. Mampey, F. Teichteil-Königsbuch, Autonomous flight and navigation of VTOL UAVs: from autonomy demonstrations to out-of-sight flights Aerospace Science and Technology. ,vol. 11, pp. 183- 193 ,(2007) , 10.1016/J.AST.2006.05.005
Pedro Pinies, Juan D. Tardos, Scalable SLAM building conditionally independent local maps intelligent robots and systems. pp. 3466- 3471 ,(2007) , 10.1109/IROS.2007.4399302
A. Bartoli, P. Sturm, The 3D line motion matrix and alignment of line reconstructions computer vision and pattern recognition. ,vol. 1, pp. 287- 292 ,(2001) , 10.1109/CVPR.2001.990488
Ryan M. Eustice, Hanumant Singh, John J. Leonard, Exactly Sparse Delayed-State Filters for View-Based SLAM IEEE Transactions on Robotics. ,vol. 22, pp. 1100- 1114 ,(2006) , 10.1109/TRO.2006.886264
J.L. Blanco, J. González, J.-A. Fernández-Madrigal, Subjective local maps for hybrid metric-topological SLAM Robotics and Autonomous Systems. ,vol. 57, pp. 64- 74 ,(2009) , 10.1016/J.ROBOT.2008.02.002
J. Civera, A.J. Davison, J. Montiel, Inverse Depth Parametrization for Monocular SLAM IEEE Transactions on Robotics. ,vol. 24, pp. 932- 945 ,(2008) , 10.1109/TRO.2008.2003276
C. Estrada, J. Neira, J.D. Tardos, Hierarchical SLAM: real-time accurate mapping of large environments IEEE Transactions on Robotics. ,vol. 21, pp. 588- 596 ,(2005) , 10.1109/TRO.2005.844673
J. Sola, A. Monin, M. Devy, T. Vidal-Calleja, Fusing Monocular Information in Multicamera SLAM IEEE Transactions on Robotics. ,vol. 24, pp. 958- 968 ,(2008) , 10.1109/TRO.2008.2004640