Unscented SLAM for large-scale outdoor environments

作者: R. Martinez-Cantin , J.A. Castellanos

DOI: 10.1109/IROS.2005.1545002

关键词: Divergence (statistics)Simultaneous localization and mappingLinearizationNonlinear systemMathematicsExtended Kalman filterProbabilistic logicControl theoryUnscented transformMobile robot

摘要: … Then, the laser is used to detect and measure the position of trees, which are used as … the SLAM problem very interesting with this dataset. Figure 5 describes the Unscented SLAM …

参考文章(21)
Ben Wegbreit, Michael Montemerlo, Sebastian Thrun, Juan Nieto, Daphne Koller, Eduardo Nebot, FastSLAM: An Efficient Solution to the Simultaneous Localization And Mapping Problem with Unknown Data ,(2004)
Eric A. Wan, Rudolph Van Der Merwe, Sigma-point kalman filters for probabilistic inference in dynamic state-space models Oregon Health & Science University. ,(2004)
Yaakov Bar-Shalom, X.-Rong Li, Thiagalingam Kirubarajan, Estimation with Applications to Tracking and Navigation ,(2001)
Jong-Hyuk Kim, Salah Sukkarieh, None, Airborne simultaneous localisation and map building international conference on robotics and automation. ,vol. 1, pp. 406- 411 ,(2003) , 10.1109/ROBOT.2003.1241629
Matthew Self, Peter Cheeseman, Randall Smith, A stochastic map for uncertain spatial relationships international symposium on robotics. pp. 467- 474 ,(1988)
Sebastian Thrun, Yufeng Liu, Daphne Koller, Andrew Y Ng, Zoubin Ghahramani, Hugh Durrant-Whyte, None, Simultaneous Localization and Mapping with Sparse Extended Information Filters The International Journal of Robotics Research. ,vol. 23, pp. 693- 716 ,(2004) , 10.1177/0278364904045479
Kok Seng Chong, Lindsay Kleeman, Mobile-Robot Map Building From An Advanced Sonar Array and Accurate Odometry The International Journal of Robotics Research. ,vol. 18, pp. 20- 36 ,(1999) , 10.1177/027836499901800102
H. Kushner, Approximations to optimal nonlinear filters IEEE Transactions on Automatic Control. ,vol. 12, pp. 546- 556 ,(1967) , 10.1109/TAC.1967.1098671
J. Andrade-Cetto, T. Vidal-Calleja, A. Sanfeliu, Unscented Transformation of Vehicle States in SLAM international conference on robotics and automation. pp. 323- 328 ,(2005) , 10.1109/ROBOT.2005.1570139