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Volumn 22, Issue 1, 2006, Pages 92-107

Bayesian inference in the space of topological maps

Author keywords

Bayesian inference; Markov chain Monte Carlo (MCMC); Mobile robots; Perceptual aliasing; Probability distributions; Sample based representations; Topological maps

Indexed keywords

ALGORITHMS; DISTANCE MEASUREMENT; MAPPING; MARKOV PROCESSES; MOBILE ROBOTS; MONTE CARLO METHODS; PROBABILITY DISTRIBUTIONS;

EID: 32644444569     PISSN: 15523098     EISSN: None     Source Type: Journal    
DOI: 10.1109/TRO.2005.861457     Document Type: Article
Times cited : (68)

References (57)
  • 2
    • 0004058477 scopus 로고    scopus 로고
    • "Sonar-based mapping of large-scale mobile robot environments using EM"
    • Bled, Slovenia
    • W. Burgard, D. Fox, H. Jans, C. Matenar, and S. Thrun, "Sonar-based mapping of large-scale mobile robot environments using EM," in Proc. Int. Conf. Mach. Learning, Bled, Slovenia, 1999, pp. 67-76.
    • (1999) Proc. Int. Conf. Mach. Learning , pp. 67-76
    • Burgard, W.1    Fox, D.2    Jans, H.3    Matenar, C.4    Thrun, S.5
  • 4
    • 0035301619 scopus 로고    scopus 로고
    • "Topological simultaneous localization and mapping (SLAM): Toward exact localization without explicit localization"
    • Apr
    • H. Choset and K. Nagatani, "Topological simultaneous localization and mapping (SLAM): Toward exact localization without explicit localization," IEEE Trans. Robot. Autom., vol. 17, no. 2, pp. 125-137, Apr. 2001.
    • (2001) IEEE Trans. Robot. Autom. , vol.17 , Issue.2 , pp. 125-137
    • Choset, H.1    Nagatani, K.2
  • 5
    • 0037262924 scopus 로고    scopus 로고
    • "EM, MCMC, and chain flipping for structure from motion with unknown correspondence"
    • Jan.-Feb
    • F. Dellaert, S. M. Seitz, C. E. Thorpe, and S. Thrun, "EM, MCMC, and chain flipping for structure from motion with unknown correspondence," Mach. Learning, vol. 50, no. 1-2, pp. 45-71, Jan.-Feb. 2003.
    • (2003) Mach. Learning , vol.50 , Issue.1-2 , pp. 45-71
    • Dellaert, F.1    Seitz, S.M.2    Thorpe, C.E.3    Thrun, S.4
  • 6
    • 84881585236 scopus 로고    scopus 로고
    • A Computationally Efficient Solution to the Simultaneous Localization and Map Building (SLAM) Problem
    • Sydney, Australia: Australian Centre for Field Robotics, Univ. Sydney, 2000, Working notes of ICRA Workshop W4: Mobile Robot Navigation and Mapping
    • G. Dissanayake, H. Durrant-Whyte, and T. Bailey, A Computationally Efficient Solution to the Simultaneous Localization and Map Building (SLAM) Problem. Sydney, Australia: Australian Centre for Field Robotics, Univ. Sydney, 2000, Working notes of ICRA 2000 Workshop W4: Mobile Robot Navigation and Mapping.
    • (2000)
    • Dissanayake, G.1    Durrant-Whyte, H.2    Bailey, T.3
  • 7
    • 0345307737 scopus 로고    scopus 로고
    • "A genetic algorithm for simultaneous localization and mapping"
    • T. Duckett, "A genetic algorithm for simultaneous localization and mapping," in Proc. IEEE Int. Conf. Robot. Autom., 2003, pp. 434-439.
    • (2003) Proc. IEEE Int. Conf. Robot. Autom. , pp. 434-439
    • Duckett, T.1
  • 8
    • 0004136810 scopus 로고
    • "Using local information in a nonlocal way for mapping graph-like worlds"
    • G. Dudek, S. Hadjres, and P. Freedman, "Using local information in a nonlocal way for mapping graph-like worlds," in Proc. Int. Joint Conf. Artif. Intell., 1993, pp. 1639-1645.
    • (1993) Proc. Int. Joint Conf. Artif. Intell. , pp. 1639-1645
    • Dudek, G.1    Hadjres, S.2    Freedman, P.3
  • 9
    • 0033724368 scopus 로고    scopus 로고
    • "Robust place recognition using local appearance-based methods"
    • G. Dudek and D. Jugessur, "Robust place recognition using local appearance-based methods," in Proc. IEEE Int. Conf. Robot. Autom., 2000, pp. 1030-1035.
    • (2000) Proc. IEEE Int. Conf. Robot. Autom. , pp. 1030-1035
    • Dudek, G.1    Jugessur, D.2
  • 11
    • 0023365546 scopus 로고
    • "Occupancy grids: Aprobabilistic framework for robot perception and navigation"
    • Jun
    • A. Elfes, "Occupancy grids: Aprobabilistic framework for robot perception and navigation," J. Robot. Autom., vol. RA-3, no. 3, pp. 249-265, Jun. 1987.
    • (1987) J. Robot. Autom. , vol.RA-3 , Issue.3 , pp. 249-265
    • Elfes, A.1
  • 15
    • 0030104519 scopus 로고    scopus 로고
    • "Lola: Probabilistic navigation for topological maps"
    • R. Gutierrez-Osuna and R. C. Luo, "Lola: Probabilistic navigation for topological maps," AI Mag., vol. 17, no. 1, pp. 55-62, 1996.
    • (1996) AI Mag. , vol.17 , Issue.1 , pp. 55-62
    • Gutierrez-Osuna, R.1    Luo, R.C.2
  • 17
    • 0348041570 scopus 로고    scopus 로고
    • "A highly efficient Fast-SLAM algorithm for generating cyclic maps of large-scale environments from raw laser range measurements"
    • D. Haehnel, W. Burgard, D. Fox, and S. Thrun, "A highly efficient Fast-SLAM algorithm for generating cyclic maps of large-scale environments from raw laser range measurements," in Proc. IEEE/RSJ Int. Conf. Intell. Robots Syst., 2003, pp. 206-211.
    • (2003) Proc. IEEE/RSJ Int. Conf. Intell. Robots Syst. , pp. 206-211
    • Haehnel, D.1    Burgard, W.2    Fox, D.3    Thrun, S.4
  • 19
    • 77956890234 scopus 로고
    • "Monte Carlo sampling methods using Markov chains and their applications"
    • W. K. Hastings, "Monte Carlo sampling methods using Markov chains and their applications," Biometrika, vol. 57, pp. 97-109, 1970.
    • (1970) Biometrika , vol.57 , pp. 97-109
    • Hastings, W.K.1
  • 20
    • 2342619293 scopus 로고    scopus 로고
    • "Omnidirectional image-based modeling: Three approaches to approximated plenoptic representations"
    • H. Ishiguro, K. C. Ng, R. Capella, and M. M. Trivedi, "Omnidirectional image-based modeling: Three approaches to approximated plenoptic representations," Mach. Vis. Applic., vol. 14, no. 2, pp. 94-102, 2003.
    • (2003) Mach. Vis. Applic. , vol.14 , Issue.2 , pp. 94-102
    • Ishiguro, H.1    Ng, K.C.2    Capella, R.3    Trivedi, M.M.4
  • 25
    • 0028583048 scopus 로고
    • "Topological mapping for mobile robots using a combination of sonar and vision sensing"
    • D. Kortenkamp and T. Weymouth, "Topological mapping for mobile robots using a combination of sonar and vision sensing," in Proc. 12th Nat. Conf. Artif. Intell., 1994, pp. 979-984.
    • (1994) Proc. 12th Nat. Conf. Artif. Intell. , pp. 979-984
    • Kortenkamp, D.1    Weymouth, T.2
  • 27
    • 0026258475 scopus 로고
    • "A robot exploration and mapping strategy based on a semantic hierarchy of spatial representations"
    • B. J. Kuipers and Y.-T. Byun, "A robot exploration and mapping strategy based on a semantic hierarchy of spatial representations," J. Robot. Auton. Syst., vol. 8, pp. 47-63, 1991.
    • (1991) J. Robot. Auton. Syst. , vol.8 , pp. 47-63
    • Kuipers, B.J.1    Byun, Y.-T.2
  • 30
    • 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, pp. 333-349, Apr. 1997.
    • (1997) Auton. Robots , vol.4 , pp. 333-349
    • Lu, F.1    Milios, E.2
  • 31
    • 0003667410 scopus 로고
    • "A distributed model for mobile robot environment-Learning and navigation"
    • Master's thesis, MIT, Artif. Intel. Lab., Cambridge, MA
    • M. J. Matarić, "A distributed model for mobile robot environment-Learning and navigation," Master's thesis, MIT, Artif. Intel. Lab., Cambridge, MA, 1990.
    • (1990)
    • Matarić, M.J.1
  • 32
    • 2942729595 scopus 로고    scopus 로고
    • "Image-based memory for robot navigation using properties of the omnidirectional images"
    • E. Menegatti, T. Maeda, and H. Ishiguro, "Image-based memory for robot navigation using properties of the omnidirectional images," Robot. Auton. Syst., vol. 47, no. 4, pp. 251-267, 2004.
    • (2004) Robot. Auton. Syst. , vol.47 , Issue.4 , pp. 251-267
    • Menegatti, E.1    Maeda, T.2    Ishiguro, H.3
  • 33
    • 3342937744 scopus 로고    scopus 로고
    • "Image-based Monte Carlo localization with omnidirectional images"
    • E. Menegatti, M. Zoccarato, E. Pagello, and H. Ishiguro, "Image-based Monte Carlo localization with omnidirectional images," Robot. Auton. Syst., vol. 48, no. 1, pp. 17-30, 2004.
    • (2004) Robot. Auton. Syst. , vol.48 , Issue.1 , pp. 17-30
    • Menegatti, E.1    Zoccarato, M.2    Pagello, E.3    Ishiguro, H.4
  • 35
    • 0344445478 scopus 로고    scopus 로고
    • "Simultaneous localization and mapping with unknown data association using FastSLAM"
    • M. Montemerlo and S. Thrun, "Simultaneous localization and mapping with unknown data association using FastSLAM," in Proc. IEEE Int. Conf. Robot. Autom., 2003, pp. 14-19.
    • (2003) Proc. IEEE Int. Conf. Robot. Autom. , pp. 14-19
    • Montemerlo, M.1    Thrun, S.2
  • 37
    • 0002871861 scopus 로고
    • "Sensor fusion in certainty grids for mobile robots"
    • H. P. Moravec, "Sensor fusion in certainty grids for mobile robots," AI Mag., vol. 9, pp. 61-74, 1988.
    • (1988) AI Mag. , vol.9 , pp. 61-74
    • Moravec, H.P.1
  • 38
    • 84899009025 scopus 로고    scopus 로고
    • "Bayesian map learning in dynamic environments"
    • K. Murphy, "Bayesian map learning in dynamic environments," in Proc. Adv. Neural Inf. Process. Syst., 1999, pp. 1015-1021.
    • (1999) Proc. Adv. Neural Inf. Process. Syst. , pp. 1015-1021
    • Murphy, K.1
  • 39
    • 0035705785 scopus 로고    scopus 로고
    • "Data association in stochastic mapping using the joint compatibility test"
    • Dec
    • J. Neira and J. D. Tardós, "Data association in stochastic mapping using the joint compatibility test," IEEE Trans. Robot. Autom., vol. 17, no. 6, pp. 890-897, Dec. 2001.
    • (2001) IEEE Trans. Robot. Autom. , vol.17 , Issue.6 , pp. 890-897
    • Neira, J.1    Tardós, J.D.2
  • 41
    • 0031147214 scopus 로고    scopus 로고
    • "Map learning with uninterpreted sensors and effectors"
    • D. Pierce and B. Kuipers, "Map learning with uninterpreted sensors and effectors," Artif. Intell, vol. 92, pp. 169-229, 1997.
    • (1997) Artif. Intell , vol.92 , pp. 169-229
    • Pierce, D.1    Kuipers, B.2
  • 43
    • 0242611543 scopus 로고    scopus 로고
    • "Toward a general theory of topological maps"
    • E. Remolina and B. Kuipers, "Toward a general theory of topological maps," Artif. Intell., vol. 152, no. 1, pp. 47-104, 2004.
    • (2004) Artif. Intell. , vol.152 , Issue.1 , pp. 47-104
    • Remolina, E.1    Kuipers, B.2
  • 45
    • 84880667123 scopus 로고    scopus 로고
    • "Learning topological maps with weak local odometric information"
    • H. Shatkay and L. Kaelbling, "Learning topological maps with weak local odometric information," in Proc. Int. Joint Conf. Artif. Intell.,1997, pp. 920-929.
    • (1997) Proc. Int. Joint Conf. Artif. Intell. , pp. 920-929
    • Shatkay, H.1    Kaelbling, L.2
  • 46
    • 0005610003 scopus 로고
    • "Probabilistic robot navigation in partially observable environments"
    • R. Simmons and S. Koenig, "Probabilistic robot navigation in partially observable environments," in Proc. Int. Joint Conf. Artif. Intell., 1995, pp, 1080-1087.
    • (1995) Proc. Int. Joint Conf. Artif. Intell. , pp. 1080-1087
    • Simmons, R.1    Koenig, S.2
  • 47
    • 0000081872 scopus 로고
    • "Estimating uncertain spatial relationships in robotics"
    • I. Cox and G. Wilfong, Eds. New York: Springer-Verlag
    • R. Smith, M. Self, and P. Cheeseman, "Estimating uncertain spatial relationships in robotics," in Autonomous Robot Vehicles, I. Cox and G. Wilfong, Eds. New York: Springer-Verlag, 1990, pp. 167-193.
    • (1990) Autonomous Robot Vehicles , pp. 167-193
    • Smith, R.1    Self, M.2    Cheeseman, P.3
  • 48
    • 0041750318 scopus 로고
    • "A stochastic map for uncertain spatial relationships"
    • S. S. Iyengar A. Elfes Eds. Los Alamitos CA: IEEE Computer Society Press
    • R. Smith, M, Self P. Cheeseman "A stochastic map for uncertain spatial relationships," in Autonomous Mobile Robots: Perception, Mapping, and Navigation, S. S. Iyengar and A. Elfes, Eds. Los Alamitos, CA: IEEE Computer Society Press, 1991, vol. 1, pp. 323-330.
    • (1991) Autonomous Mobile Robots: Perception Mapping Navigation , vol.1 , pp. 323-330
    • Smith, R.1    Self, M.2    Cheeseman, P.3
  • 49
    • 32644444948 scopus 로고    scopus 로고
    • "The revisiting problem in mobile robot map building: A hierarchical Bayesian approach"
    • B. Stewart, J. Ko, D. Fox, and K. Konolige, "The revisiting problem in mobile robot map building: A hierarchical Bayesian approach," in Proc. Conf. Uncertainty Artif. Intell., 2003, pp. 551-558.
    • (2003) Proc. Conf. Uncertainty Artif. Intell. , pp. 551-558
    • Stewart, B.1    Ko, J.2    Fox, D.3    Konolige, K.4
  • 50
    • 0031998630 scopus 로고    scopus 로고
    • "Learning metric-topological maps for indoor mobile robot navigation"
    • S. Thrun, "Learning metric-topological maps for indoor mobile robot navigation," Artif. Intell., vol. 99, no. 1, pp. 21-71, 1998.
    • (1998) Artif. Intell. , vol.99 , Issue.1 , pp. 21-71
    • Thrun, S.1
  • 51
    • 0035327477 scopus 로고    scopus 로고
    • "A probabilistic online mapping algorithm for teams of mobile robots"
    • S. Thrun, "A probabilistic online mapping algorithm for teams of mobile robots," Int. J. Robot. Res., vol. 20, no. 5, pp. 335-363, 2001.
    • (2001) Int. J. Robot. Res. , vol.20 , Issue.5 , pp. 335-363
    • Thrun, S.1
  • 52
    • 0032044899 scopus 로고    scopus 로고
    • "A probabilistic approach to concurrent mapping localization for mobile robots"
    • S. Thrun, D. Fox, and W. Burgard, "A probabilistic approach to concurrent mapping and localization for mobile robots," Mach. Learning, vol. 31, pp. 29-53, 1998.
    • (1998) Mach. Learning , vol.31 , pp. 29-53
    • Thrun, S.1    Fox, D.2    Burgard, W.3
  • 53
    • 0031639842 scopus 로고    scopus 로고
    • "Integrating topological and metric maps for mobile robot navigation: A statistical approach"
    • S. Thrun, S. Gutmann, D. Fox, W. Burgard, and B. Kuipers, "Integrating topological and metric maps for mobile robot navigation: A statistical approach," in Proc. AAAI Nat. Conf. Artif. Intell., 1998, pp. 989-995.
    • (1998) Proc. AAAI Nat. Conf. Artif. Intell. , pp. 989-995
    • Thrun, S.1    Gutmann, S.2    Fox, D.3    Burgard, W.4    Kuipers, B.5
  • 54
    • 84950871099 scopus 로고
    • "Accurate approximations for posterior moments and marginal distributions"
    • L. Tierney and J. B. Kadane, "Accurate approximations for posterior moments and marginal distributions," J. Amer. Statist. Assoc., vol. 81, pp. 82-86, 1986.
    • (1986) J. Amer. Statist. Assoc. , vol.81 , pp. 82-86
    • Tierney, L.1    Kadane, J.B.2
  • 55
    • 0036060423 scopus 로고    scopus 로고
    • "Hybrid simultaneous localization and map building: Closing the loop with multi-hypotheses tracking"
    • N. Tomatis, I. Nourbakhsh, and R. Siegwart, "Hybrid simultaneous localization and map building: Closing the loop with multi-hypotheses tracking," in Proc. IEEE Int. Conf. Robot. Autom., 2002, pp. 2749-2754.
    • (2002) Proc. IEEE Int. Conf. Robot. Autom. , pp. 2749-2754
    • Tomatis, N.1    Nourbakhsh, I.2    Siegwart, R.3
  • 57
    • 0031077914 scopus 로고    scopus 로고
    • "Place recognition in dynamic environments"
    • Feb
    • Y. Yamauchi and P. Langley, "Place recognition in dynamic environments," J. Robot. Syst., vol. 14, no. 2, pp. 107-120, Feb. 1997.
    • (1997) J. Robot. Syst. , vol.14 , Issue.2 , pp. 107-120
    • Yamauchi, Y.1    Langley, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.