• DocumentCode
    1151531
  • Title

    Optimal Control Model Predictions of System Performance and Attention Allocation and Their Experimental Validation in a Display Design Study

  • Author

    Johannsen, Gunnar ; Govindaraj, T.

  • Volume
    10
  • Issue
    5
  • fYear
    1980
  • fDate
    5/1/1980 12:00:00 AM
  • Firstpage
    249
  • Lastpage
    261
  • Abstract
    The Influence of different types of predictor displays in a longitudinal vertical takeoff and landing (VTOL) hover task Is analyzed in a theoretical study. Several cases with differing amounts of predictive and rate Information are compared. The optimal control model of the human operator is used to estimate human and system performance in terms of root-mean-square (rms) values and to compute optimized attention allocation. The only part of the model which is varied to predict these data is the observation matrix. Typical cases are selected for a subsequent experimental validation. The rms values as well as eye-movement data are recorded. The results agree favorably with those of the theoretical study in terms of relative differences. Better matching is achieved by revised model input data.
  • Keywords
    Computational modeling; Computer displays; Covariance matrix; Humans; Industrial engineering; Laboratories; Optimal control; Performance analysis; Predictive models; System performance;
  • fLanguage
    English
  • Journal_Title
    Systems, Man and Cybernetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9472
  • Type

    jour

  • DOI
    10.1109/TSMC.1980.4308484
  • Filename
    4308484