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Volumn 50, Issue 10, 2005, Pages 1520-1533

A Bayesian approach to identification of hybrid systems

Author keywords

Hybrid systems; Identification

Indexed keywords

ALGORITHMS; LINEAR PROGRAMMING; MATHEMATICAL MODELS; MATRIX ALGEBRA; PROBABILITY DENSITY FUNCTION; STATISTICAL METHODS; VECTORS;

EID: 27644580557     PISSN: 00189286     EISSN: None     Source Type: Journal    
DOI: 10.1109/TAC.2005.856649     Document Type: Article
Times cited : (247)

References (28)
  • 1
    • 0019559589 scopus 로고
    • "Nonlinear regulation: The piecewise linear approach"
    • Feb
    • E. D. Sontag, "Nonlinear regulation: The piecewise linear approach," IEEE Trans. Autom. Control, vol. AC-26, no. 2, pp. 346-358, Feb. 1981.
    • (1981) IEEE Trans. Autom. Control , vol.AC-26 , Issue.2 , pp. 346-358
    • Sontag, E.D.1
  • 2
    • 0033097938 scopus 로고    scopus 로고
    • "Control of systems integrating logic, dynamics and constraints"
    • A. Bemporad and M. Morari, "Control of systems integrating logic, dynamics and constraints," Automatica, vol. 35, no. 3, pp. 407-427, 1999.
    • (1999) Automatica , vol.35 , Issue.3 , pp. 407-427
    • Bemporad, A.1    Morari, M.2
  • 4
    • 0033685377 scopus 로고    scopus 로고
    • "Linear complementarity systems"
    • W. Heemels, J. Schumacher, and S. Weiland, "Linear complementarity systems," SIAM J. Appl. Math., vol. 60, no. 4, pp. 1234-1269, 2000.
    • (2000) SIAM J. Appl. Math. , vol.60 , Issue.4 , pp. 1234-1269
    • Heemels, W.1    Schumacher, J.2    Weiland, S.3
  • 5
    • 0035400417 scopus 로고    scopus 로고
    • "Equivalence of hybrid dynamical models"
    • W. Heemels, B. De Schutter, and A. Bemporad, "Equivalence of hybrid dynamical models," Automatica, vol. 37, pp. 1085-1091, 2001.
    • (2001) Automatica , vol.37 , pp. 1085-1091
    • Heemels, W.1    De Schutter, B.2    Bemporad, A.3
  • 6
    • 0037293274 scopus 로고    scopus 로고
    • "A clustering technique for the identification of piecewise affine systems"
    • G. Ferrari-Trecate, M. Muselli, D. Liberati, and M. Morari, "A clustering technique for the identification of piecewise affine systems," Automatica, vol. 39, no. 2, pp. 205-217, 2003.
    • (2003) Automatica , vol.39 , Issue.2 , pp. 205-217
    • Ferrari-Trecate, G.1    Muselli, M.2    Liberati, D.3    Morari, M.4
  • 7
    • 0242440101 scopus 로고    scopus 로고
    • "Identification of piecewise affine systems via mixed integer programming"
    • J. Roll, A. Bemporad, and L. Ljung, "Identification of piecewise affine systems via mixed integer programming," Automatica, vol. 40, pp. 37-50, 2004.
    • (2004) Automatica , vol.40 , pp. 37-50
    • Roll, J.1    Bemporad, A.2    Ljung, L.3
  • 8
    • 35248818769 scopus 로고    scopus 로고
    • "A greedy approach to identification of piecewise affine models"
    • ser. Lecture Notes in Computer Science
    • A. Bemporad, A. Garulli, S. Paoletti, and A. Vicino, "A greedy approach to identification of piecewise affine models," Hybrid Systems: Computation and Control 2003, ser. Lecture Notes in Computer Science, vol. 2623, pp. 97-112, 2003.
    • (2003) Hybrid Systems: Computation and Control 2003 , vol.2623 , pp. 97-112
    • Bemporad, A.1    Garulli, A.2    Paoletti, S.3    Vicino, A.4
  • 9
    • 1542329224 scopus 로고    scopus 로고
    • "An algebraic geometric approach for identification of linear hybrid systems"
    • R. Vidal, S. Soatto, and S. Sastry, "An algebraic geometric approach for identification of linear hybrid systems," in Proc. 42nd IEEE Conf. Decision and Control, 2003, pp. 167-172.
    • (2003) Proc. 42nd IEEE Conf. Decision and Control , pp. 167-172
    • Vidal, R.1    Soatto, S.2    Sastry, S.3
  • 10
    • 24344450067 scopus 로고    scopus 로고
    • "Identification of deterministic switched arx systems via identification of algebraic varieties"
    • ser. Lecture Notes in Computer Science, M. Morari and L. Thiele, Eds. New York: Springer-Verlag
    • Y. Ma and R. Vidal, "Identification of deterministic switched arx systems via identification of algebraic varieties," in Proceedings of Hybrid Systems: Computation and Control. ser. Lecture Notes in Computer Science, M. Morari and L. Thiele, Eds. New York: Springer-Verlag, 2005, vol. 3414, pp. 449-465.
    • (2005) Proceedings of Hybrid Systems: Computation and Control , vol.3414 , pp. 449-465
    • Ma, Y.1    Vidal, R.2
  • 12
    • 24344509925 scopus 로고    scopus 로고
    • "Comparison of four procedurs for the identificaiton of hybrid systems"
    • ser. Lecture Notes in Computer Science, M. Morari and L. Thiele, Eds. New York: Springer-Verlag
    • A. Juloski, W. Heemels, G. Ferrari-Trecate, R. Vidal, S. Paoletti, and J. Niessen, "Comparison of four procedurs for the identificaiton of hybrid systems," in Hybrid Systems: Computation and Control. ser. Lecture Notes in Computer Science, M. Morari and L. Thiele, Eds. New York: Springer-Verlag, 2005, vol. 3414, pp. 354-400.
    • (2005) Hybrid Systems: Computation and Control , vol.3414 , pp. 354-400
    • Juloski, A.1    Heemels, W.2    Ferrari-Trecate, G.3    Vidal, R.4    Paoletti, S.5    Niessen, J.6
  • 13
    • 0003748256 scopus 로고
    • "Bayesian methods for adaptive models"
    • Ph.D. dissertation, California Inst. Technol., Pasadena, CA
    • D. MacKay, "Bayesian methods for adaptive models," Ph.D. dissertation, California Inst. Technol., Pasadena, CA, 1992.
    • (1992)
    • MacKay, D.1
  • 14
    • 0036475447 scopus 로고    scopus 로고
    • "A tutorial on particle filters for online nonlinear/nongaussian Bayesian tracking"
    • Feb
    • M. Arulampalam, S. Maskell, N. Gordon, and T. Clapp, "A tutorial on particle filters for online nonlinear/nongaussian Bayesian tracking," IEEE Trans. Signal Process., vol. 50, no. 2, pp. 174-188, Feb. 2002.
    • (2002) IEEE Trans. Signal Process. , vol.50 , Issue.2 , pp. 174-188
    • Arulampalam, M.1    Maskell, S.2    Gordon, N.3    Clapp, T.4
  • 16
    • 0028697067 scopus 로고
    • "Multicategory discrimination via linear programming"
    • K. Bennet and O. Mangasarian, "Multicategory discrimination via linear programming," Optim. Meth. Software, vol. 4, pp. 27-39, 1994.
    • (1994) Optim. Meth. Software , vol.4 , pp. 27-39
    • Bennet, K.1    Mangasarian, O.2
  • 18
    • 3042635932 scopus 로고    scopus 로고
    • "Data-based hybrid modeling of the component placement process in pick-and-place machines"
    • A. Juloski, W. Heemels, and G. Ferrari-Trecate, "Data-based hybrid modeling of the component placement process in pick-and-place machines," Control Eng. Pract., vol. 12, pp. 1241-1252, 2004.
    • (2004) Control Eng. Pract. , vol.12 , pp. 1241-1252
    • Juloski, A.1    Heemels, W.2    Ferrari-Trecate, G.3
  • 19
    • 0001342006 scopus 로고
    • "A new approach to economic analysis of nonstationary time series and the business cycle"
    • J. Hamilton, "A new approach to economic analysis of nonstationary time series and the business cycle," Econometrica, vol. 57, pp. 357-384, 1989.
    • (1989) Econometrica , vol.57 , pp. 357-384
    • Hamilton, J.1
  • 20
    • 21144448250 scopus 로고
    • "Autoregressive conditional heteroskedasticity and changes in regime"
    • J. D. Hamilton and S. R. Susmel, "Autoregressive conditional heteroskedasticity and changes in regime," J. Economet., vol. 64, pp. 307-333, 1994.
    • (1994) J. Economet. , vol.64 , pp. 307-333
    • Hamilton, J.D.1    Susmel, S.R.2
  • 21
    • 84986382561 scopus 로고
    • "The likelihood ratio test under nonstandard conditions; Testing the Markov switching model of GNP"
    • B. Hansen, "The likelihood ratio test under nonstandard conditions; Testing the Markov switching model of GNP," J. Appl. Economet., vol. 7, pp. 61-82, 1992.
    • (1992) J. Appl. Economet. , vol.7 , pp. 61-82
    • Hansen, B.1
  • 22
    • 0002629270 scopus 로고
    • "Maximum likelihood from incomplete data via the EM algorithm"
    • A. Dempster, N. Laird, and D. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," J. Royal Statist. Soc., vol. 39, pp. 1-38, 1977.
    • (1977) J. Royal Statist. Soc. , vol.39 , pp. 1-38
    • Dempster, A.1    Laird, N.2    Rubin, D.3
  • 23
    • 0036504051 scopus 로고    scopus 로고
    • "A survey of convergence results on particle filtering methods for practitioners"
    • D. Crisan and A. Doucet, "A survey of convergence results on particle filtering methods for practitioners," IEEE Trans. Signal Process., vol. 50, pp. 736-746, 2002.
    • (2002) IEEE Trans. Signal Process. , vol.50 , pp. 736-746
    • Crisan, D.1    Doucet, A.2
  • 25
    • 2942624657 scopus 로고    scopus 로고
    • "RESAMPLE-MOVE filtering with cross-model jumps"
    • A. Doucet, N. de Freitas, and N. Gordon, Eds. New York: Springer-Verlag, ch. 6
    • C. Berzuini and W. Gilks, "RESAMPLE-MOVE filtering with cross-model jumps," in Sequential Monte-Carlo Methods in Practice, A. Doucet, N. de Freitas, and N. Gordon, Eds. New York: Springer-Verlag, 2001, ch. 6, pp. 117-138.
    • (2001) Sequential Monte-Carlo Methods in Practice , pp. 117-138
    • Berzuini, C.1    Gilks, W.2
  • 27
    • 0041916184 scopus 로고    scopus 로고
    • "Incremental support vector machine classification"
    • Philadelphia, PA
    • G. Fung and O. L. Mangasarian, "Incremental support vector machine classification," in Proc. 2nd SIAM Int. Conf. Data Mining, Philadelphia, PA, 2002, pp. 247-260.
    • (2002) Proc. 2nd SIAM Int. Conf. Data Mining , pp. 247-260
    • Fung, G.1    Mangasarian, O.L.2
  • 28
    • 21244486307 scopus 로고    scopus 로고
    • "Multicategory proximal support vector machine classifiers"
    • G. Fung and O. Mangsarian, "Multicategory proximal support vector machine classifiers," Mach. Learn., vol. 59, no. 1-2, pp. 77-97, 2005.
    • (2005) Mach. Learn. , vol.59 , Issue.1-2 , pp. 77-97
    • Fung, G.1    Mangsarian, O.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.