메뉴 건너뛰기




Volumn 24, Issue 8, 2005, Pages 615-630

Bayesian hybrid model-state estimation applied to simultaneous contact formation recognition and geometrical parameter estimation

Author keywords

Autonomous compliant motion; Bayesian model selection; Data association; Hybrid joint density; Particle filter; Sensor based robot tasks; Simultaneous contact formation recognition and estimation of geometrical parameters; SLAM; State estimation

Indexed keywords

COMPUTATIONAL METHODS; CONSTRAINT THEORY; FORCE CONTROL; ITERATIVE METHODS; KALMAN FILTERING; KINEMATICS; MATHEMATICAL MODELS; MOBILE ROBOTS; PARAMETER ESTIMATION; SENSORS; VECTORS;

EID: 21244435377     PISSN: 02783649     EISSN: None     Source Type: Journal    
DOI: 10.1177/0278364905056196     Document Type: Article
Times cited : (55)

References (41)
  • 1
    • 0027815395 scopus 로고
    • Representation and learning of nonlinear compliance using neural nets
    • Asada, H. 1993. Representation and learning of nonlinear compliance using neural nets. IEEE Transactions on Robotics and Automation 9(6):863-867.
    • (1993) IEEE Transactions on Robotics and Automation , vol.9 , Issue.6 , pp. 863-867
    • Asada, H.1
  • 4
    • 2942624657 scopus 로고    scopus 로고
    • Resample-move filtering with cross-model jumps
    • A. Doucet, N. de Freitas, and N. Gordon, editors, Springer-Verlag, Berlin
    • Berzuini, C. and Gilks, W. 2001. RESAMPLE-MOVE filtering with cross-model jumps. Sequential Monte Carlo Methods in Practice, A. Doucet, N. de Freitas, and N. Gordon, editors, Springer-Verlag, Berlin, pp. 117-138.
    • (2001) Sequential Monte Carlo Methods in Practice , pp. 117-138
    • Berzuini, C.1    Gilks, W.2
  • 8
    • 0141803858 scopus 로고    scopus 로고
    • Parameter estimation in general state-space models using particle methods
    • Doucet, A. and Tadic, V. B. 2003. Parameter estimation in general state-space models using particle methods. Annals of the Institute of Statistical Mathematics 55(2):409-422.
    • (2003) Annals of the Institute of Statistical Mathematics , vol.55 , Issue.2 , pp. 409-422
    • Doucet, A.1    Tadic, V.B.2
  • 9
    • 0001460136 scopus 로고    scopus 로고
    • On sequential Monte Carlo sampling methods for Bayesian filtering
    • Doucet, A., Godsill, S., and Andrieu, C. 2000. On sequential Monte Carlo sampling methods for Bayesian filtering. Statistics and Computing 10(3): 197-208.
    • (2000) Statistics and Computing , vol.10 , Issue.3 , pp. 197-208
    • Doucet, A.1    Godsill, S.2    Andrieu, C.3
  • 11
    • 0031212111 scopus 로고    scopus 로고
    • A model-based approach to Cartesian manipulation contact sensing
    • Eberman, B. 1997. A model-based approach to Cartesian manipulation contact sensing. International Journal of Robotics Research 16(4):508-528.
    • (1997) International Journal of Robotics Research , vol.16 , Issue.4 , pp. 508-528
    • Eberman, B.1
  • 13
    • 0035648076 scopus 로고    scopus 로고
    • Following a moving target - Monte Carlo inference for dynamic Bayesian models
    • Gilks, W. R. and Berzuini, C. 2001. Following a moving target - Monte Carlo inference for dynamic Bayesian models. Journal of the Royal Statistical Society 63(Part 1): 127-146.
    • (2001) Journal of the Royal Statistical Society , vol.63 , Issue.1 PART , pp. 127-146
    • Gilks, W.R.1    Berzuini, C.2
  • 14
    • 0027580559 scopus 로고
    • Novel approach to nonlinear/non-Gaussian state estimation
    • Gordon, N., Salmond, D. J., and Smith, A. F. M. 1993. Novel approach to nonlinear/non-Gaussian state estimation. IEE Proceedings F 140(2): 107-113.
    • (1993) IEE Proceedings F , vol.140 , Issue.2 , pp. 107-113
    • Gordon, N.1    Salmond, D.J.2    Smith, A.F.M.3
  • 15
    • 0026239189 scopus 로고
    • Hidden Markov model analysis of force/torque information in telemanipulation
    • Hannaford, B. and Lee, P. 1991. Hidden Markov model analysis of force/torque information in telemanipulation. International Journal of Robotics Research 10(5):528-539.
    • (1991) International Journal of Robotics Research , vol.10 , Issue.5 , pp. 528-539
    • Hannaford, B.1    Lee, P.2
  • 18
    • 0003414592 scopus 로고
    • Clarendon Press, Oxford. (1948, 2nd edition; 1961, 3rd edition; 1998, reprinted by Oxford University Press)
    • Jeffreys, H. 1939. Theory of Probability, Clarendon Press, Oxford. (1948, 2nd edition; 1961, 3rd edition; 1998, reprinted by Oxford University Press).
    • (1939) Theory of Probability
    • Jeffreys, H.1
  • 22
    • 0037331090 scopus 로고    scopus 로고
    • Polyhedral contact formation modeling and identification, for autonomous compliant motion
    • Lefebvre, T., Bruyninckx, H., and De Schutter, J. 2003a. Polyhedral contact formation modeling and identification, for autonomous compliant motion. IEEE Transactions on Robotics and Automation 19(3):26-41.
    • (2003) IEEE Transactions on Robotics and Automation , vol.19 , Issue.3 , pp. 26-41
    • Lefebvre, T.1    Bruyninckx, H.2    De Schutter, J.3
  • 24
    • 6344221977 scopus 로고    scopus 로고
    • Exact nonlinear Bayesian parameter estimation for autonomous compliant motion
    • Lefebvre, T., Bruyninckx, H., and De Schutter, J. 2004. Exact nonlinear Bayesian parameter estimation for autonomous compliant motion. Advanced Robotics 18(8):787-800.
    • (2004) Advanced Robotics , vol.18 , Issue.8 , pp. 787-800
    • Lefebvre, T.1    Bruyninckx, H.2    De Schutter, J.3
  • 25
    • 14044251475 scopus 로고    scopus 로고
    • Polyhedral contact formation identification for autonomous compliant motion: Exact nonlinear Bayesian filtering
    • Lefebvre, T., Bruyninckx, H., and De Schutter, J. 2005. Polyhedral contact formation identification for autonomous compliant motion: exact nonlinear Bayesian filtering. IEEE Transactions on Robotics and Automation 21(1): 124-129.
    • (2005) IEEE Transactions on Robotics and Automation , vol.21 , Issue.1 , pp. 124-129
    • Lefebvre, T.1    Bruyninckx, H.2    De Schutter, J.3
  • 26
  • 27
    • 0001225908 scopus 로고    scopus 로고
    • Combined parameter and state estimation in simulation-based filtering
    • A. Doucet, N. de Freitas, and N. Gordon, editors, Springer-Verlag, Berlin
    • Liu, J. S. and West, M. 2001. Combined parameter and state estimation in simulation-based filtering. Sequential Monte Carlo Methods in Practice, A. Doucet, N. de Freitas, and N. Gordon, editors, Springer-Verlag, Berlin, pp. 197-223.
    • (2001) Sequential Monte Carlo Methods in Practice , pp. 197-223
    • Liu, J.S.1    West, M.2
  • 28
    • 0033466420 scopus 로고    scopus 로고
    • Sequen-tial importance sampling for non-parametric Bayes models: The next generation
    • MacEachern, S. N., Clyde, M. A., and Liu, J. S. 1999. Sequen-tial importance sampling for non-parametric Bayes models: the next generation. Canadian Journal of Statistics 27(2):251-267.
    • (1999) Canadian Journal of Statistics , vol.27 , Issue.2 , pp. 251-267
    • MacEachern, S.N.1    Clyde, M.A.2    Liu, J.S.3
  • 29
    • 33645342549 scopus 로고    scopus 로고
    • Contact transitions tracking during force-controlled compliant motion using an interacting multiple model estimator
    • Mihaylova, L., Lefebvre, T., Staffetti, E., Bruyninckx, H., and De Schutter, J. 2002. Contact transitions tracking during force-controlled compliant motion using an interacting multiple model estimator. Information and Security 9:114-129.
    • (2002) Information and Security , vol.9 , pp. 114-129
    • Mihaylova, L.1    Lefebvre, T.2    Staffetti, E.3    Bruyninckx, H.4    De Schutter, J.5
  • 33
    • 0003244404 scopus 로고    scopus 로고
    • Rao-blackwellized particle filtering for dynamic Bayesian networks
    • A. Doucet, N. de Freitas, and N. Gordon, editors, Springer-Verlag, Berlin
    • Murphy, K. P. and Russell, S. 2001. Rao-Blackwellized particle filtering for dynamic Bayesian networks. Sequential Monte Carlo Methods in Practice, A. Doucet, N. de Freitas, and N. Gordon, editors, Springer-Verlag, Berlin, pp. 499-516.
    • (2001) Sequential Monte Carlo Methods in Practice , pp. 499-516
    • Murphy, K.P.1    Russell, S.2
  • 37
    • 0034292259 scopus 로고    scopus 로고
    • Identifying single-ended contact formations from force sensor patterns
    • Skubic, M. and Volz, R. 2000. Identifying single-ended contact formations from force sensor patterns. IEEE Transactions on Robotics and Automation 16(5):597-603.
    • (2000) IEEE Transactions on Robotics and Automation , vol.16 , Issue.5 , pp. 597-603
    • Skubic, M.1    Volz, R.2
  • 39
    • 0032044899 scopus 로고    scopus 로고
    • A probabilistic approach to concurrent mapping and localization for mobile robots
    • Thrun, S., Burgard, W., and Fox, D. 1998. A probabilistic approach to concurrent mapping and localization for mobile robots. Machine Learning and Autonomous Robots 31:29-53.
    • (1998) Machine Learning and Autonomous Robots , vol.31 , pp. 29-53
    • Thrun, S.1    Burgard, W.2    Fox, D.3
  • 40
    • 0004286947 scopus 로고    scopus 로고
    • The unscented particle filter
    • Cambridge University Engineering Department, Cambridge, UK, August
    • van der Merwe, R., Doucet, A., de Freytas, N., and Wan, E. 2000. The Unscented Particle Filter. Technical Report CUED/F-INFENG/TR 380, Cambridge University Engineering Department, Cambridge, UK, August.
    • (2000) Technical Report , vol.CUED-F-INFENG-TR 380
    • Van Der Merwe, R.1    Doucet, A.2    De Freytas, N.3    Wan, E.4
  • 41
    • 0035410838 scopus 로고    scopus 로고
    • On automatic generation of high-level contact state space
    • Xiao, J. and Ji, X. 2001. On automatic generation of high-level contact state space. International Journal of Robotics Research 20(7):584-606.
    • (2001) International Journal of Robotics Research , vol.20 , Issue.7 , pp. 584-606
    • Xiao, J.1    Ji, X.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.