메뉴 건너뛰기




Volumn , Issue , 2007, Pages 2415-2420

Analysis of particle methods for simultaneous robot localization and mapping and a new algorithm: Marginal-SLAM

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ASYMPTOTIC ANALYSIS; COMPUTATIONAL METHODS; PARAMETER ESTIMATION; RECURSIVE FUNCTIONS; STOCHASTIC MODELS;

EID: 36349024333     PISSN: 10504729     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ROBOT.2007.363681     Document Type: Conference Paper
Times cited : (44)

References (29)
  • 1
    • 33745178432 scopus 로고    scopus 로고
    • Simultaneous Localisation and Mapping (SLAM): Part I The Essential Algorithms
    • H. Durrant-Whyte and T. Bailey, "Simultaneous Localisation and Mapping (SLAM): Part I The Essential Algorithms," Robotics and Automation Magazine, vol. 13, pp. 99-110, 2006.
    • (2006) Robotics and Automation Magazine , vol.13 , pp. 99-110
    • Durrant-Whyte, H.1    Bailey, T.2
  • 3
    • 0003313733 scopus 로고
    • A stochastic map for uncertain spatial relationships
    • O. Faugeras and G. Giralt, Eds. The MIT Press
    • R. Smith, M. Self, and P. Cheeseman, "A stochastic map for uncertain spatial relationships," in Robotics Research, The Fourth Int. Symposium, O. Faugeras and G. Giralt, Eds. The MIT Press, 1988, pp. 467-474.
    • (1988) Robotics Research, The Fourth Int. Symposium , pp. 467-474
    • Smith, R.1    Self, M.2    Cheeseman, P.3
  • 4
    • 84880794510 scopus 로고    scopus 로고
    • Thin junction tree filters for simultaneous localization and mapping
    • M. Paskin, "Thin junction tree filters for simultaneous localization and mapping," in Int. Joint Conf. on Artificial Intelligence, 2003, pp. 1157-1164.
    • (2003) Int. Joint Conf. on Artificial Intelligence , pp. 1157-1164
    • Paskin, M.1
  • 6
    • 0034876438 scopus 로고    scopus 로고
    • A counter example to the theory of simultaneous localization and map building
    • S. Julier and J. K. Uhlmann, "A counter example to the theory of simultaneous localization and map building," in IEEE Int. Conf. on Robotics and Automation, 2001, pp. 4238-4243.
    • (2001) IEEE Int. Conf. on Robotics and Automation , pp. 4238-4243
    • Julier, S.1    Uhlmann, J.K.2
  • 8
    • 26444575355 scopus 로고    scopus 로고
    • Treemap: An O(logn) Algorithm for Simultaneous Localization and Mapping
    • C. Freksa, Ed. Springer Verlag
    • U. Frese, "Treemap: An O(logn) Algorithm for Simultaneous Localization and Mapping," in Spatial Cognition IV, C. Freksa, Ed. Springer Verlag, 2005, pp. 455-476.
    • (2005) Spatial Cognition IV , pp. 455-476
    • Frese, U.1
  • 11
    • 0003251724 scopus 로고    scopus 로고
    • Particle filters for mobile robot localization
    • A. Doucet, N. de Freitas, and N. J. Gordon, Eds. Springer-Verlag
    • D. Fox, S. Thrun, W. Burgard, and F. Dellaert, "Particle filters for mobile robot localization," in Sequential Monte Carlo Methods in Practice, A. Doucet, N. de Freitas, and N. J. Gordon, Eds. Springer-Verlag, 2001.
    • (2001) Sequential Monte Carlo Methods in Practice
    • Fox, D.1    Thrun, S.2    Burgard, W.3    Dellaert, F.4
  • 12
    • 0002165558 scopus 로고    scopus 로고
    • Rao- Blackwellised particle filtering for dynamic Bayesian networks
    • C. Boutilier and M. Godszmidt, Eds. Morgan Kaufmann Publishers
    • A. Doucet, N. de Freitas, K. Murphy, and S. Russell, "Rao- Blackwellised particle filtering for dynamic Bayesian networks," in Uncertainty in Artificial Intelligence, C. Boutilier and M. Godszmidt, Eds. Morgan Kaufmann Publishers, 2000, pp. 176-183.
    • (2000) Uncertainty in Artificial Intelligence , pp. 176-183
    • Doucet, A.1    de Freitas, N.2    Murphy, K.3    Russell, S.4
  • 13
    • 84880834761 scopus 로고    scopus 로고
    • FastSLAM 2.0: An improved particle filtering algorithm for simultaneous localization and mapping that provably converges
    • Acapulco, Mexico
    • M. Montemerlo, S. Thrun, D. Koller, and B. Wegbreit, "FastSLAM 2.0: An improved particle filtering algorithm for simultaneous localization and mapping that provably converges," in Int. Joint Conf. on Artificial Intelligence, Acapulco, Mexico, 2003.
    • (2003) Int. Joint Conf. on Artificial Intelligence
    • Montemerlo, M.1    Thrun, S.2    Koller, D.3    Wegbreit, B.4
  • 15
    • 33845525860 scopus 로고    scopus 로고
    • Recovering particle diversity in a Rao-Blackwellized particle filter for SLAM after actively closing loops
    • C. Stachniss, G. Grisetti, and W. Burgard, "Recovering particle diversity in a Rao-Blackwellized particle filter for SLAM after actively closing loops," in IEEE Int. Conf. on Robotics and Automation, 2005, pp. 667-672.
    • (2005) IEEE Int. Conf. on Robotics and Automation , pp. 667-672
    • Stachniss, C.1    Grisetti, G.2    Burgard, W.3
  • 16
    • 33845681688 scopus 로고    scopus 로고
    • cSLAM: Stereo vision SLAM using the Rao-Blackwellised particle filter and a novel mixture proposal distribution
    • P. Elinas, R. Sim, and J. Little, "cSLAM: Stereo vision SLAM using the Rao-Blackwellised particle filter and a novel mixture proposal distribution," in IEEE Int. Conf. on Robotics and Automation, 2006.
    • (2006) IEEE Int. Conf. on Robotics and Automation
    • Elinas, P.1    Sim, R.2    Little, J.3
  • 18
    • 0027224739 scopus 로고
    • Exploration and model building in mobile robot domains
    • E. Ruspini, Ed
    • S. Thrun, "Exploration and model building in mobile robot domains," in Proceedings of the ICNN, E. Ruspini, Ed., 1993, pp. 175-180.
    • (1993) Proceedings of the ICNN , pp. 175-180
    • Thrun, S.1
  • 19
    • 0035327477 scopus 로고    scopus 로고
    • A probabilistic online mapping algorithm for teams of mobile robots
    • _, "A probabilistic online mapping algorithm for teams of mobile robots," International Journal of Robotics Research, vol. 20, no. 5, pp. 335-363, 2001.
    • (2001) International Journal of Robotics Research , vol.20 , Issue.5 , pp. 335-363
    • Thrun, S.1
  • 20
    • 85131705605 scopus 로고    scopus 로고
    • 2 Monte Carlo: The marginal particle filter, in Uncertainty in Artificial Intelligence, 2005.
    • 2 Monte Carlo: The marginal particle filter," in Uncertainty in Artificial Intelligence, 2005.
  • 21
  • 22
    • 0003838908 scopus 로고    scopus 로고
    • On sequential simulation-based methods for Bayesian filtering
    • Dept. of Engineering, Cambridge University, Tech. Rep. CUED/F-INFENG/TR 310
    • A. Doucet, "On sequential simulation-based methods for Bayesian filtering," Dept. of Engineering, Cambridge University, Tech. Rep. CUED/F-INFENG/TR 310, 1998.
    • (1998)
    • Doucet, A.1
  • 23
    • 0003665481 scopus 로고    scopus 로고
    • A. Doucet, N. de Freitas, and N. J. Gordon, Eds, Springer-Verlag
    • A. Doucet, N. de Freitas, and N. J. Gordon, Eds., Sequential Monte Carlo Methods in Practice. Springer-Verlag, 2001.
    • (2001) Sequential Monte Carlo Methods in Practice
  • 24
    • 0001225908 scopus 로고    scopus 로고
    • Combined parameter and state estimation in simulation-based filtering
    • A. Doucet, N. de Freitas, and N. J. Gordon, Eds. Springer-Verlag
    • J. Liu and M. West, "Combined parameter and state estimation in simulation-based filtering," in Sequential Monte Carlo Methods in Practice, A. Doucet, N. de Freitas, and N. J. Gordon, Eds. Springer-Verlag, 2001.
    • (2001) Sequential Monte Carlo Methods in Practice
    • Liu, J.1    West, M.2
  • 25
    • 36348958701 scopus 로고    scopus 로고
    • Particle methods for optimal filter derivative: Application to parameter estimation
    • G. Poyadjis, A. Doucet, and S. Singh, "Particle methods for optimal filter derivative: Application to parameter estimation," in IEEE ICASSP, 2005.
    • (2005) IEEE ICASSP
    • Poyadjis, G.1    Doucet, A.2    Singh, S.3
  • 27
    • 21244482613 scopus 로고    scopus 로고
    • Exponential forgetting and geometric ergodicity for optimal filtering in general state-space models
    • V. B. Tadic and A. Doucet, "Exponential forgetting and geometric ergodicity for optimal filtering in general state-space models," Stochastic Processes and Their Applications, vol. 115, pp. 1408-1436, 2005.
    • (2005) Stochastic Processes and Their Applications , vol.115 , pp. 1408-1436
    • Tadic, V.B.1    Doucet, A.2
  • 28
    • 0003838905 scopus 로고    scopus 로고
    • Sequential Monte Carlo methods in filter theory,
    • Ph.D. dissertation, Dept. of Statistics, Oxford University, England
    • P. Fearnhead, "Sequential Monte Carlo methods in filter theory," Ph.D. dissertation, Dept. of Statistics, Oxford University, England, 1998.
    • (1998)
    • Fearnhead, P.1
  • 29
    • 1542427941 scopus 로고    scopus 로고
    • Filtering via simulation: Auxiliary particle filters
    • M. K. Pitt and N. Shephard, "Filtering via simulation: Auxiliary particle filters," JASA, vol. 94, no. 446, pp. 590-599, 1999.
    • (1999) JASA , vol.94 , Issue.446 , pp. 590-599
    • Pitt, M.K.1    Shephard, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.