메뉴 건너뛰기




Volumn 21, Issue 2, 2008, Pages 259-268

Predictive modeling of human operators using parametric and neuro-fuzzy models by means of computer-based identification experiment

Author keywords

Human operator; Identification; Manual control; Neuro fuzzy modeling; Parametric modeling

Indexed keywords

FUZZY CONTROL; IDENTIFICATION (CONTROL SYSTEMS); MANUAL CONTROL; MATHEMATICAL MODELS; NEUROLOGY; TIME VARYING SYSTEMS;

EID: 40749143128     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2007.03.007     Document Type: Article
Times cited : (30)

References (35)
  • 2
    • 0031650280 scopus 로고    scopus 로고
    • Estimation of time-varying delay time in non-stationary linear systems: an approach to monitor human operator adaptation in manual tracking tasks
    • Boer E.R., and Kenyon R.V. Estimation of time-varying delay time in non-stationary linear systems: an approach to monitor human operator adaptation in manual tracking tasks. IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans 28 1 (1998) 89-99
    • (1998) IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans , vol.28 , Issue.1 , pp. 89-99
    • Boer, E.R.1    Kenyon, R.V.2
  • 3
    • 0033285475 scopus 로고    scopus 로고
    • Chen, L.K., Ulsoy, A.G., 1999. Driver model uncertainty. In: Proceedings of the American Control Conference, San Diego, CA, pp. 714-718.
    • Chen, L.K., Ulsoy, A.G., 1999. Driver model uncertainty. In: Proceedings of the American Control Conference, San Diego, CA, pp. 714-718.
  • 4
    • 0034545612 scopus 로고    scopus 로고
    • Chen, L.K., Ulsoy, A.G., 2000. Identification of a nonlinear driver model via NARMAX modeling. In: Proceedings of the American Control Conference, vol. 4, Chicago, IL, pp. 2533-2537.
    • Chen, L.K., Ulsoy, A.G., 2000. Identification of a nonlinear driver model via NARMAX modeling. In: Proceedings of the American Control Conference, vol. 4, Chicago, IL, pp. 2533-2537.
  • 5
    • 0009990519 scopus 로고    scopus 로고
    • Identification of a driver steering model, and model uncertainty from driving simulator data
    • Chen L.K., and Ulsoy A.G. Identification of a driver steering model, and model uncertainty from driving simulator data. Journal of Dynamic Systems, Measurement, and Control 123 (2001) 623-629
    • (2001) Journal of Dynamic Systems, Measurement, and Control , vol.123 , pp. 623-629
    • Chen, L.K.1    Ulsoy, A.G.2
  • 6
    • 0034159062 scopus 로고    scopus 로고
    • A fixed-order optimal control model of human operator response
    • Doman D.B., and Anderson M.R. A fixed-order optimal control model of human operator response. Automatica 36 (2000) 409-418
    • (2000) Automatica , vol.36 , pp. 409-418
    • Doman, D.B.1    Anderson, M.R.2
  • 7
    • 0033701119 scopus 로고    scopus 로고
    • Computer based model for human operator and its application to pole balancing problem
    • Elnaby M.A., Enab Y.M., and Hemeda H.M. Computer based model for human operator and its application to pole balancing problem. Journal of Engineering and Applied Sciences 47 2 (2000) 339-356
    • (2000) Journal of Engineering and Applied Sciences , vol.47 , Issue.2 , pp. 339-356
    • Elnaby, M.A.1    Enab, Y.M.2    Hemeda, H.M.3
  • 8
    • 0029327809 scopus 로고
    • Controller design for an unknown process, using simulation of a human operator
    • Enab Y.M. Controller design for an unknown process, using simulation of a human operator. Engineering Application of Artificial Intelligence 8 3 (1995) 299-308
    • (1995) Engineering Application of Artificial Intelligence , vol.8 , Issue.3 , pp. 299-308
    • Enab, Y.M.1
  • 9
    • 0029752346 scopus 로고    scopus 로고
    • Intelligent controller design for the ship steering problem
    • Enab Y.M. Intelligent controller design for the ship steering problem. IEE Proceedings Control Theory Application 143 1 (1996) 17-24
    • (1996) IEE Proceedings Control Theory Application , vol.143 , Issue.1 , pp. 17-24
    • Enab, Y.M.1
  • 10
    • 40749099068 scopus 로고    scopus 로고
    • Ertugrul, S., 2003. Design of a human-computer interaction software for dynamic modeling of human operators based on the identification theory. In: 3rd International Conference on Applied Automatic Systems Ohrid, Republic of Macedonia, pp. 743-747.
    • Ertugrul, S., 2003. Design of a human-computer interaction software for dynamic modeling of human operators based on the identification theory. In: 3rd International Conference on Applied Automatic Systems Ohrid, Republic of Macedonia, pp. 743-747.
  • 12
  • 13
    • 0030719278 scopus 로고    scopus 로고
    • Innocenti, M., Balluchi, A., Balestrino, A., 1997. New results on human operator modeling during nonlinear behavior in the control loop. In: Proceedings of the American Control Conference, vol. 4, Albuquerque, NM, pp. 2567-2570.
    • Innocenti, M., Balluchi, A., Balestrino, A., 1997. New results on human operator modeling during nonlinear behavior in the control loop. In: Proceedings of the American Control Conference, vol. 4, Albuquerque, NM, pp. 2567-2570.
  • 15
  • 16
    • 0029273384 scopus 로고
    • Neuro-fuzzy modeling and control
    • Jang J.R., and Sun C.T. Neuro-fuzzy modeling and control. Proceedings of IEEE 83 3 (1995) 378-406
    • (1995) Proceedings of IEEE , vol.83 , Issue.3 , pp. 378-406
    • Jang, J.R.1    Sun, C.T.2
  • 17
    • 40749111106 scopus 로고    scopus 로고
    • Jang, J.R., Sun, C.T., Mizutani, E., 1997. Neuro-Fuzzy and Soft Computing: a Computational Approach to Learning and Machine Intelligence. Prentice-Hall, New Jersey.
    • Jang, J.R., Sun, C.T., Mizutani, E., 1997. Neuro-Fuzzy and Soft Computing: a Computational Approach to Learning and Machine Intelligence. Prentice-Hall, New Jersey.
  • 19
    • 0014791213 scopus 로고
    • An optimal control model of human response part i: theory and validation
    • Kleinman D.L., Baron S., and Levison W.H. An optimal control model of human response part i: theory and validation. Automatica 6 (1970) 357-369
    • (1970) Automatica , vol.6 , pp. 357-369
    • Kleinman, D.L.1    Baron, S.2    Levison, W.H.3
  • 24
    • 0018945440 scopus 로고
    • Human dynamics in man-machine systems
    • McRuer D.T. Human dynamics in man-machine systems. Automatica 16 (1980) 237-253
    • (1980) Automatica , vol.16 , pp. 237-253
    • McRuer, D.T.1
  • 27
    • 38248998925 scopus 로고
    • Fuzzy model of a human control operator in a compensatory tracking loop
    • Shaw I.S. Fuzzy model of a human control operator in a compensatory tracking loop. International Journal of Man-Machine Studies 38 (1993) 305-332
    • (1993) International Journal of Man-Machine Studies , vol.38 , pp. 305-332
    • Shaw, I.S.1
  • 30
    • 0242642500 scopus 로고
    • Dynamic identification of driver-vehicle system using AR-method
    • Soma H., and Hiramatsu K. Dynamic identification of driver-vehicle system using AR-method. Vehicle System Dynamics 24 (1995) 263-282
    • (1995) Vehicle System Dynamics , vol.24 , pp. 263-282
    • Soma, H.1    Hiramatsu, K.2
  • 33
    • 0014719466 scopus 로고
    • Dynamics of driver steering control
    • Weir D.H., and McRuer D.T. Dynamics of driver steering control. Automatica 6 (1970) 87-98
    • (1970) Automatica , vol.6 , pp. 87-98
    • Weir, D.H.1    McRuer, D.T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.