메뉴 건너뛰기




Volumn 44, Issue 1, 1999, Pages 29-37

Nonparametric output prediction for nonlinear fading memory systems

Author keywords

Estimation; Fading; Filtering memory; Identification; Nearest neighbor; Nonlinear; Nonparametric; Prediction

Indexed keywords

ALGORITHMS; CONVERGENCE OF NUMERICAL METHODS; DISCRETE TIME CONTROL SYSTEMS; ESTIMATION; IDENTIFICATION (CONTROL SYSTEMS); LINEAR SYSTEMS; SPURIOUS SIGNAL NOISE;

EID: 0032626477     PISSN: 00189286     EISSN: None     Source Type: Journal    
DOI: 10.1109/9.739063     Document Type: Article
Times cited : (2)

References (22)
  • 1
    • 84915212583 scopus 로고
    • Estimation by the nearest neighbor rule
    • Jan.
    • T. M. Cover, "Estimation by the nearest neighbor rule," IEEE Trans. Inform. Theory, vol. IT-14, pp. 50-55, Jan. 1968.
    • (1968) IEEE Trans. Inform. Theory , vol.IT-14 , pp. 50-55
    • Cover, T.M.1
  • 2
    • 0029270698 scopus 로고
    • Worst-case identification of nonlinear fading memory systems
    • M. A. Dahleh, E. D. Sontag, D. N. C. Tse, and J. N. Tsitsiklis, "Worst-case identification of nonlinear fading memory systems," Automatica, vol. 31, pp. 503-508, 1995.
    • (1995) Automatica , vol.31 , pp. 503-508
    • Dahleh, M.A.1    Sontag, E.D.2    Tse, D.N.C.3    Tsitsiklis, J.N.4
  • 3
    • 0027553386 scopus 로고
    • The sample complexity of worst-case identification for f.i.r. linear systems
    • Mar.
    • M. A. Dahleh, T. Theodosopoulos, and J. N. Tsitsiklis, "The sample complexity of worst-case identification for f.i.r. linear systems," Syst. Contr. Lett., vol. 20, pp. 157-166, Mar. 1993.
    • (1993) Syst. Contr. Lett. , vol.20 , pp. 157-166
    • Dahleh, M.A.1    Theodosopoulos, T.2    Tsitsiklis, J.N.3
  • 4
    • 0000236372 scopus 로고
    • Necessary and sufficient conditions for the pointwise convergence of nearest neighbor regression function estimates
    • L. Devroye, "Necessary and sufficient conditions for the pointwise convergence of nearest neighbor regression function estimates," Z. Wahrscheinlichkeitstheorie verw. Gebiete, vol. 61, pp. 467-481, 1982.
    • (1982) Z. Wahrscheinlichkeitstheorie Verw. Gebiete , vol.61 , pp. 467-481
    • Devroye, L.1
  • 6
    • 0002635074 scopus 로고
    • Exploiting chaos to predict the future and reduce noise
    • Singapore: World Scientific
    • J. D. Farmer and J. J. Sidorowich, " Exploiting chaos to predict the future and reduce noise," Evolution, Learning, and Cognition. Singapore: World Scientific, 1988, pp. 265-289.
    • (1988) Evolution, Learning, and Cognition , pp. 265-289
    • Farmer, J.D.1    Sidorowich, J.J.2
  • 7
    • 84882281845 scopus 로고
    • Universal prediction of individual sequences
    • July
    • M. Feder, N. Merhav, and M. Gutman, "Universal prediction of individual sequences," IEEE Trans. Inform. Theory, vol. 38, pp. 1258-1270, July 1992.
    • (1992) IEEE Trans. Inform. Theory , vol.38 , pp. 1258-1270
    • Feder, M.1    Merhav, N.2    Gutman, M.3
  • 8
    • 0028529248 scopus 로고
    • Nonparametric identification of Wiener systems by orthogonal series
    • W. Greblicki, "Nonparametric identification of Wiener systems by orthogonal series," IEEE Trans. Automat. Contr., vol. 30, pp. 2077-2086, 1994.
    • (1994) IEEE Trans. Automat. Contr. , vol.30 , pp. 2077-2086
    • Greblicki, W.1
  • 9
    • 0028514192 scopus 로고
    • Dynamic system identification with order statistics
    • W. Greblicki and M. Pawlak, "Dynamic system identification with order statistics," IEEE Trans. Inform. Theory, vol. 40, pp. 1474-1489, 1994.
    • (1994) IEEE Trans. Inform. Theory , vol.40 , pp. 1474-1489
    • Greblicki, W.1    Pawlak, M.2
  • 10
    • 0019566110 scopus 로고
    • n-NN regression estimates and classification rules
    • May
    • n-NN regression estimates and classification rules," IEEE Trans. Inform. Theory, vol. IT-27, pp. 362-364, May 1981.
    • (1981) IEEE Trans. Inform. Theory , vol.IT-27 , pp. 362-364
    • Gyørfi, L.1
  • 12
    • 0025234172 scopus 로고
    • On estimation of a class of nonlinear systems by the kernel regression estimate
    • A. Krzyżak, "On estimation of a class of nonlinear systems by the kernel regression estimate," IEEE Trans. Inform. Theory, vol. 36, pp. 141-152, 1990.
    • (1990) IEEE Trans. Inform. Theory , vol.36 , pp. 141-152
    • Krzyzak, A.1
  • 13
    • 84916269929 scopus 로고
    • Identification of nonlinear systems by recursive kernel regression estimates
    • _, "Identification of nonlinear systems by recursive kernel regression estimates," Int. J. Syst. Sci., vol. 24, pp. 577-598, 1993.
    • (1993) Int. J. Syst. Sci. , vol.24 , pp. 577-598
  • 15
    • 0029341263 scopus 로고
    • Rates of convergence of nearest neighbor estimation under arbitrary sampling
    • July
    • S. R. Kulkarni and S. E. Posner, "Rates of convergence of nearest neighbor estimation under arbitrary sampling," IEEE Trans. Inform. Theory, July 1995, pp. 1028-1039.
    • (1995) IEEE Trans. Inform. Theory , pp. 1028-1039
    • Kulkarni, S.R.1    Posner, S.E.2
  • 17
    • 0026253763 scopus 로고
    • Robust identification and Galois sequences
    • P. M. Mäkilä, "Robust identification and Galois sequences," Int. J. Contr., vol. 54, pp. 1189-1200, 1991.
    • (1991) Int. J. Contr. , vol.54 , pp. 1189-1200
    • Mäkilä, P.M.1
  • 18
    • 0030551977 scopus 로고    scopus 로고
    • Nonparametric inferences for ergodic stationary time series
    • G. Morvai, S. Yakowitz, and L. Györfi, "Nonparametric inferences for ergodic stationary time series," Ann. Stats. vol. 24, pp. 370-379, 1996.
    • (1996) Ann. Stats. , vol.24 , pp. 370-379
    • Morvai, G.1    Yakowitz, S.2    Györfi, L.3
  • 19
    • 0028436924 scopus 로고
    • On the time complexity of worst-case system identification
    • May
    • K. Poolla and A. Tikku, "On the time complexity of worst-case system identification," IEEE Trans. Automat. Contr., vol. 39, pp. 944-950, May 1994.
    • (1994) IEEE Trans. Automat. Contr. , vol.39 , pp. 944-950
    • Poolla, K.1    Tikku, A.2
  • 21
    • 0000439527 scopus 로고
    • Consistent nonparametric regression
    • C. J. Stone, "Consistent nonparametric regression," Ann. Stat., vol. 8, pp. 1348-1360, 1977.
    • (1977) Ann. Stat. , vol.8 , pp. 1348-1360
    • Stone, C.J.1
  • 22
    • 0027647349 scopus 로고
    • Optimal asymptotic identification under bounded disturbances
    • Aug.
    • D. N. C. Tse, M. A. Dahleh, and J. N. Tsitsiklis, "Optimal asymptotic identification under bounded disturbances," IEEE Trans. Automat. Contr., vol. 38, pp. 1176-1190, Aug. 1993.
    • (1993) IEEE Trans. Automat. Contr. , vol.38 , pp. 1176-1190
    • Tse, D.N.C.1    Dahleh, M.A.2    Tsitsiklis, J.N.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.