메뉴 건너뛰기




Volumn 36, Issue 2, 2016, Pages 41-74

Incremental distributed inference from arbitrary poses and unknown data association: Using collaborating robots to establish a common reference

Author keywords

[No Author keywords available]

Indexed keywords

AUTONOMOUS DRIVING; COMPUTATIONALLY EFFICIENT; DISTRIBUTED INFERENCE; ENVIRONMENTAL PHENOMENA; INFERENCE PROBLEM; PRIORI INFORMATION; RELIABLE OPERATION; SENSOR MEASUREMENTS;

EID: 84963967601     PISSN: 1066033X     EISSN: None     Source Type: Journal    
DOI: 10.1109/MCS.2015.2512031     Document Type: Article
Times cited : (38)

References (51)
  • 3
    • 84887287389 scopus 로고    scopus 로고
    • Switchable constraints vs. Max-mixture models vs. Rrr-A comparison of three approaches to robust pose graph slam
    • N. Sünderhauf and P. Protzel, "Switchable constraints vs. max-mixture models vs. rrr-A comparison of three approaches to robust pose graph slam," in Proc. IEEE Int. Conf. Robotics Automation, 2013, pp. 5198-5203. 73
    • (2013) Proc. IEEE Int. Conf. Robotics Automation , vol.73 , pp. 5198-5203
    • Sünderhauf, N.1    Protzel, P.2
  • 5
    • 84879898770 scopus 로고    scopus 로고
    • Inference on networks of mixtures for robust robot mapping
    • E. Olson and P. Agarwal, "Inference on networks of mixtures for robust robot mapping," Int. J. Robot. Res., vol. 32, no. 7, pp. 826-840, 2013.
    • (2013) Int. J. Robot. Res. , vol.32 , Issue.7 , pp. 826-840
    • Olson, E.1    Agarwal, P.2
  • 6
    • 84864477800 scopus 로고    scopus 로고
    • Fully distributed scalable smoothing and mapping with robust multi-robot data association
    • Saint Paul, MN
    • A. Cunningham, K. Wurm, W. Burgard, and F. Dellaert, "Fully distributed scalable smoothing and mapping with robust multi-robot data association," in Proc. IEEE Int. Conf. Robotics Automation, Saint Paul, MN, 2012, pp. 1050-4729.
    • (2012) Proc. IEEE Int. Conf. Robotics Automation , pp. 1050-4729
    • Cunningham, A.1    Wurm, K.2    Burgard, W.3    Dellaert, F.4
  • 7
    • 84897609737 scopus 로고    scopus 로고
    • Distributed data association in robotic networks with cameras and limited communications
    • E. Montijano, R. Aragues, and C. Sagues, "Distributed data association in robotic networks with cameras and limited communications," IEEE Trans. Robot., vol. 29, no. 6, pp. 1408-1423, 2013.
    • (2013) IEEE Trans. Robot. , vol.29 , Issue.6 , pp. 1408-1423
    • Montijano, E.1    Aragues, R.2    Sagues, C.3
  • 9
    • 84929224281 scopus 로고    scopus 로고
    • Multi-robot pose graph localization and data association from unknown initial relative poses via expectation maximization
    • V. Indelman, E. Nelson, N. Michael, and F. Dellaert, "Multi-robot pose graph localization and data association from unknown initial relative poses via expectation maximization," in Proc. IEEE Int. Conf. Robotics Automation, 2014, pp. 593-600.
    • (2014) Proc. IEEE Int. Conf. Robotics Automation , pp. 593-600
    • Indelman, V.1    Nelson, E.2    Michael, N.3    Dellaert, F.4
  • 10
    • 0030287048 scopus 로고    scopus 로고
    • The expectation-maximization algorithm
    • T. K. Moon, "The expectation-maximization algorithm," IEEE Signal Processing Mag., vol. 13, no. 6, pp. 47-60, 1996.
    • (1996) IEEE Signal Processing Mag. , vol.13 , Issue.6 , pp. 47-60
    • Moon, T.K.1
  • 12
    • 33645025214 scopus 로고    scopus 로고
    • Hierarchical topic models and the nested Chinese restaurant process
    • D. Blei, T. Griffiths, M. Jordan, and J. Tenenbaum, "Hierarchical topic models and the nested Chinese restaurant process," Adv. Neural Inform. Process. Syst., vol. 16, no. 16, pp. 17-24, 2003.
    • (2003) Adv. Neural Inform. Process. Syst. , vol.16 , Issue.16 , pp. 17-24
    • Blei, D.1    Griffiths, T.2    Jordan, M.3    Tenenbaum, J.4
  • 16
    • 84938227716 scopus 로고    scopus 로고
    • Distributed real-time cooperative localization and mapping using an uncertainty-aware expectation maximization approach
    • J. Dong, E. Nelson, V. Indelman, N. Michael, and F. Dellaert, "Distributed real-time cooperative localization and mapping using an uncertainty-aware expectation maximization approach," in Proc. IEEE Int. Conf. Robotics Automation, 2015, pp. 5807-5814.
    • (2015) Proc. IEEE Int. Conf. Robotics Automation , pp. 5807-5814
    • Dong, J.1    Nelson, E.2    Indelman, V.3    Michael, N.4    Dellaert, F.5
  • 18
    • 0036817713 scopus 로고    scopus 로고
    • Distributed multirobot localization
    • Oct.
    • S. Roumeliotis and G. Bekey, "Distributed multirobot localization," IEEE Trans. Robot. Automat., vol. 18, no. 5, pp. 781-785, Oct. 2002.
    • (2002) IEEE Trans. Robot. Automat. , vol.18 , Issue.5 , pp. 781-785
    • Roumeliotis, S.1    Bekey, G.2
  • 19
    • 33750989626 scopus 로고    scopus 로고
    • Multi-robot simultaneous localization and mapping using particle filters
    • A. Howard, "Multi-robot simultaneous localization and mapping using particle filters," Int. J. Roboti. Res., vol. 25, no. 12, pp. 1243-1256, 2006.
    • (2006) Int. J. Roboti. Res. , vol.25 , Issue.12 , pp. 1243-1256
    • Howard, A.1
  • 23
    • 84859436224 scopus 로고    scopus 로고
    • Distributed vision-aided cooperative localization and navigation based on three-view geometry
    • June
    • V. Indelman, P. Gurfil, E. Rivlin, and H. Rotstein, "Distributed vision-aided cooperative localization and navigation based on three-view geometry," Robot. Auton. Syst., vol. 60, pp. 822-840, June 2012.
    • (2012) Robot. Auton. Syst. , vol.60 , pp. 822-840
    • Indelman, V.1    Gurfil, P.2    Rivlin, E.3    Rotstein, H.4
  • 24
    • 84864704882 scopus 로고    scopus 로고
    • Graph-based distributed cooperative navigation for a general multi-robot measurement model
    • Aug.
    • V. Indelman, P. Gurfil, E. Rivlin, and H. Rotstein, "Graph-based distributed cooperative navigation for a general multi-robot measurement model," Int. J. Robot. Res., vol. 31, Aug. 2012.
    • (2012) Int. J. Robot. Res. , vol.31
    • Indelman, V.1    Gurfil, P.2    Rivlin, E.3    Rotstein, H.4
  • 25
    • 84911490267 scopus 로고    scopus 로고
    • A n exact decentralized cooperative navigation algorithm for acoustically networked underwater vehicles with robustness to faulty communication: Theory and experiment
    • J. M. Walls and R. M. Eustice, "A n exact decentralized cooperative navigation algorithm for acoustically networked underwater vehicles with robustness to faulty communication: Theory and experiment," in Proc. Robotics: Science Systems Conf., 2013.
    • (2013) Proc. Robotics: Science Systems Conf.
    • Walls, J.M.1    Eustice, R.M.2
  • 26
    • 34250620032 scopus 로고    scopus 로고
    • Multi-robot SLAM with unknown initial correspondence: The robot rendezvous case
    • X. Zhou and S. Roumeliotis, "Multi-robot SLAM with unknown initial correspondence: The robot rendezvous case," in IEEE/RSJ Int. Conf. Intelligent Robots Systems, 2006, pp. 1785-1792.
    • (2006) IEEE/RSJ Int. Conf. Intelligent Robots Systems , pp. 1785-1792
    • Zhou, X.1    Roumeliotis, S.2
  • 27
  • 28
    • 77955822037 scopus 로고    scopus 로고
    • Rao-Blackwellized particle filters multi robot SLAM with unknown initial correspondences and limited communication
    • L. Carlone, M. K. Ng, J. Du, B. Bona, and M. Indri, "Rao-Blackwellized particle filters multi robot SLAM with unknown initial correspondences and limited communication," in Proc. IEEE Int. Conf. Robotics Automation, 2010, pp. 243-249.
    • (2010) Proc. IEEE Int. Conf. Robotics Automation , pp. 243-249
    • Carlone, L.1    Ng, M.K.2    Du, J.3    Bona, B.4    Indri, M.5
  • 29
    • 84884218286 scopus 로고    scopus 로고
    • Mutual localization in multirobot systems using anonymous relative measurements
    • A. Franchi, G. Oriolo, and P. Stegagno, "Mutual localization in multirobot systems using anonymous relative measurements," Int. J. Robot. Res., vol. 32, no. 11, pp. 81-95, 2013.
    • (2013) Int. J. Robot. Res. , vol.32 , Issue.11 , pp. 81-95
    • Franchi, A.1    Oriolo, G.2    Stegagno, P.3
  • 31
    • 0019574599 scopus 로고
    • Random sample consensus: A paradigm for model fitting with application to image analysis and automated cartography
    • M. Fischler and R. Bolles, "Random sample consensus: a paradigm for model fitting with application to image analysis and automated cartography," Commun. ACM, vol. 24, no. 6, pp. 381-395, 1981.
    • (1981) Commun. ACM , vol.24 , Issue.6 , pp. 381-395
    • Fischler, M.1    Bolles, R.2
  • 32
    • 33646693175 scopus 로고    scopus 로고
    • Experiments with a large heterogeneous mobile robot team: Exploration, mapping, deployment and detection
    • A. Howard, L. E. Parker, and G. S. Sukhatme, "Experiments with a large heterogeneous mobile robot team: Exploration, mapping, deployment and detection," Int. J. Robot. Res., vol. 25, no. 5-6, pp. 431-447, 2006.
    • (2006) Int. J. Robot. Res. , vol.25 , Issue.5-6 , pp. 431-447
    • Howard, A.1    Parker, L.E.2    Sukhatme, G.S.3
  • 33
    • 52949098324 scopus 로고    scopus 로고
    • Fast and accurate map merging for multi-robot systems
    • S. Carpin, "Fast and accurate map merging for multi-robot systems," Auton. Robots, vol. 25, no. 3, pp. 305-316, 2008.
    • (2008) Auton. Robots , vol.25 , Issue.3 , pp. 305-316
    • Carpin, S.1
  • 34
    • 84902382629 scopus 로고    scopus 로고
    • Group mapping: A topological approach to map merging for multiple robots
    • S. Saeedi, L. Paull, M. Trent ini, M. Seto, and H. Li, "Group mapping: A topological approach to map merging for multiple robots," Robot. Automat. Mag., vol. 21, no. 2, pp. 60-72, 2014.
    • (2014) Robot. Automat. Mag. , vol.21 , Issue.2 , pp. 60-72
    • Saeedi, S.1    Paull, L.2    Trentini, M.3    Seto, M.4    Li, H.5
  • 35
    • 44649180979 scopus 로고    scopus 로고
    • FAB-MAP: Probabilistic localization and mapping in the space of appearance
    • June
    • M. Cummins and P. Newman, "FAB-MAP: Probabilistic Localization and Mapping in the Space of Appearance," Int. J. Robot. Res., vol. 27, pp. 647-665, June 2008.
    • (2008) Int. J. Robot. Res. , vol.27 , pp. 647-665
    • Cummins, M.1    Newman, P.2
  • 37
  • 40
    • 0031249780 scopus 로고    scopus 로고
    • Globally consistent range scan alignment for environment mapping
    • Apr.
    • F. Lu and E. Milios, "Globally consistent range scan alignment for environment mapping," Auton. Robots, vol. 4, no. 4, pp. 333-349, Apr. 1997.
    • (1997) Auton. Robots , vol.4 , Issue.4 , pp. 333-349
    • Lu, F.1    Milios, E.2
  • 43
    • 79959342925 scopus 로고    scopus 로고
    • Online probabilistic topological mapping
    • A. Ranganathan and F. Dellaert, "Online probabilistic topological mapping," Int. J. Robot. Res., vol. 30, no. 6, pp. 755-771, 2011.
    • (2011) Int. J. Robot. Res. , vol.30 , Issue.6 , pp. 755-771
    • Ranganathan, A.1    Dellaert, F.2
  • 44
    • 33751190972 scopus 로고    scopus 로고
    • Recursive scan-matching slam
    • J. Nieto, T. Bailey, and E. Nebot, "Recursive scan-matching slam," Robot. Auton. Syst., vol. 55, no. 1, pp. 39-49, 2007.
    • (2007) Robot. Auton. Syst. , vol.55 , Issue.1 , pp. 39-49
    • Nieto, J.1    Bailey, T.2    Nebot, E.3
  • 46
    • 84899018606 scopus 로고    scopus 로고
    • Tech. Rep. GT-RIMCP&R-2012-002 Inst. Robotics Intelligent Machines, Georgia Inst. of Technology
    • F. Dellaert, "Factor graphs and GTSAM: A hands-on introduction," Tech. Rep. GT-RIMCP&R-2012-002, Inst. Robotics Intelligent Machines, Georgia Inst. of Technology, 2012.
    • (2012) Factor Graphs and GTSAM: A Hands-on Introduction
    • Dellaert, F.1
  • 47
    • 84871707109 scopus 로고    scopus 로고
    • Autonomous multi-floor indoor navigation with a computationally constrained M AV
    • S. Shen, N. Michael, and V. Kumar, "Autonomous multi-floor indoor navigation with a computationally constrained M AV," in Proc. IEEE Int. Conf. Robotics Automation, 2011, pp. 20-25.
    • (2011) Proc. IEEE Int. Conf. Robotics Automation , pp. 20-25
    • Shen, S.1    Michael, N.2    Kumar, V.3
  • 49
    • 0035246564 scopus 로고    scopus 로고
    • Factor graphs and the sum-product algorithm
    • Feb.
    • F. Kschischang, B. Frey, and H.-A. Loeliger, "Factor graphs and the sum-product algorithm," IEEE Trans. Inform. Theory, vol. 47, no. 2, pp. 498-519, Feb. 2001.
    • (2001) IEEE Trans. Inform. Theory , vol.47 , Issue.2 , pp. 498-519
    • Kschischang, F.1    Frey, B.2    Loeliger, H.-A.3
  • 51
    • 70350707935 scopus 로고    scopus 로고
    • Covariance recovery from a square root information matrix for data association
    • M. Kaess and F. Dellaert, "Covariance recovery from a square root information matrix for data association," Robot. Auton. Syst., vol. 57, no. 12, pp. 1198-1210, 2009.
    • (2009) Robot. Auton. Syst. , vol.57 , Issue.12 , pp. 1198-1210
    • Kaess, M.1    Dellaert, F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.