Identification of multimodal pilot models using ramp target and multisine disturbance signals

Journal of Guidance, Control, and Dynamics

Volumn 34, Issue 1, 2011, Pages 86-97

  Pool, D M ^a,b   Zaal, P M T ^a,b   Van Paassen, M M ^a,b   Mulder, M ^a,b  

^a DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

^b Faculty ot Aerospace Engineering   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

FLIGHT SIMULATORS; MODAL ANALYSIS;

BIAS AND VARIANCE; DISTURBANCE SIGNALS; ESTIMATION RESULTS; FORCING FUNCTION; PILOT CONTROL; TARGET ATTITUDE; TARGET SIGNALS; VEHICLE SYSTEM;

PARAMETER ESTIMATION;

EID: 78650954532     PISSN: 07315090     EISSN: 15333884     Source Type: Journal    
DOI: 10.2514/1.50612     Document Type: Article

References (28)

1. McRuer, D. T., Graham, D., Krendel, E. S., and Reisener, W., Jr., "Human Pilot Dynamics in Compensatory Systems. Theory, Models and Experiments with Controlled Element and Forcing Function Variations," Air Force Flight Dynamics Laboratory TR 65-15, Wright-Patterson AFB, OH, Aug. 1965.
2. McRuer, D. T., and Jex, H. R., "A Review of Quasi-Linear Pilot Models," IEEE Transactions on Human Factors in Electronics, Vol. 8, No. 3, 1967, pp. 231-249. doi:10.1109/THFE.1967.234304
3. Hosman, R. J. A. W., "Pilot's Perception and Control of Aircraft Motions," Ph.D. Thesis, Faculty of Aerospace Engineering, Delft University of Technology, Delft, The Netherlands, 1996.
4. Van der Vaart, J. C., Modelling of Perception and Action in Compensatory Manual Control Tasks, Ph.D. Thesis, Faculty of Aerospace Engineering, Delft University of Technology, Delft, The Netherlands, 1992.
5. Pool, D. M., Zaal, P. M. T.,Mulder, M., and Van Paassen, M. M., "Effects of Heave Washout Settings in Aircraft Pitch Disturbance Rejection," Journal of Guidance, Control, and Dynamics, Vol. 33, No. 1, 2010, pp. 29-41. doi:10.2514/1.46351
6. Stapleford, R. L., Peters, R. A., and Alex, F. R., "Experiments and a Model for Pilot Dynamics with Visual and Motion Inputs," NASA CR 1325,1969.
7. Jex, H. R., Magdaleno, R. E., and Junker, A. M., "Roll Tracking Effects of G-Vector Tilt and Various Types of Motion Washout," 14th Annual Conference on Manual Control,NASAAmes Research Center, Moffett Field, CA, 1978, pp. 463-502.
8. Nieuwenhuizen, F. M., Zaal, P. M. T., Mulder, M., Van Paassen, M. M., and Mulder, J. A., "Modeling Human Multi-Channel Motion Perception and Control Using Linear Time-Invariant Models," Journal of Guidance, Control, and Dynamics, Vol. 31, No. 4, 2008, pp. 999-1013. doi:10.2514/1.32307
9. Pool, D. M., Zaal, P. M. T., Damveld, H. J., Van Paassen, M. M., and Mulder, M., "Pilot Equalization in Manual Control of Aircraft Dynamics," Proceedings of the 2009 IEEE International Conference on Systems, Man and Cybernetics, IEEE Publ., Piscataway, NJ, Oct. 2009, pp. 2554-2559.
10. Zaal, P. M. T., Pool, D. M., Chu, Q. P., Van Paassen, M. M., Mulder, M., and Mulder, J. A., "Modeling Human Multimodal Perception and Control Using Genetic Maximum Likelihood Estimation," Journal of Guidance, Control, and Dynamics, Vol. 32, No. 4, 2009, pp. 1089-1099. doi:10.2514/1.42843
11. Ljung, L., System Identification Theory for the User, 2nd ed., Prentice-Hall, Upper Saddle River, NJ, 1999.
12. Zaal, P.M. T., Pool, D. M., Mulder,M., and Van Paassen, M. M., "New Types of Target Inputs for Multi-Modal Pilot Model Identification," AIAA Modeling and Simulation Technologies Conference and Exhibit, AIAA Paper 2008-7106, 2008.
13. Pool, D. M., Zaal, P. M. T., Van Paassen, M. M., and Mulder, M., "Identification of Roll Attitude Control Behavior During Turn Maneuvers," Proceedings of the AIAA Modeling and Simulation Technologies Conference and Exhibit, AIAA Paper 2009-6029, 2009.
14. Wasicko, R. J., McRuer, D. T., and Magdaleno, R. E., "Human Pilot Dynamic Response in Single-Loop Systems with Compensatory and Pursuit Displays," Air Force Flight Dynamics Laboratory TR 66-137, Wright-Patterson AFB, OH, Dec. 1966.
15. Allen, R.W., and McRuer, D. T., "The Man/Machine Control Interface-Pursuit Control," Automatica, Vol. 15, No. 6, 1979, pp. 683-686. doi:10.1016/0005-1098(79)90037-2 (Pubitemid 10186441)
16. Hess, R. A., "Pursuit Tracking and Higher Levels of Skill Development in the Human Pilot," IEEE Transactions on Systems, Man, and Cybernetics, Vol. 11, No. 4, 1981, pp. 262-273. doi:10.1109/TSMC.1981.4308673
17. Hess, R., "Simplified Approach for Modelling Pilot Pursuit Control Behaviour in Multi-Loop Flight Control Tasks," Proceedings of the Institution of Mechanical Engineers, Part G, Journal of Aerospace Engineering, Vol. 220, No. 2, 2006, pp. 85-102. doi:10.1243/09544100JAERO33 (Pubitemid 46478073)
18. Zaal, P. M. T., Pool, D. M., Mulder, M., Van Paassen, M. M., and Mulder, J. A., "Identification of Multimodal Pilot Control Behavior in Real Flight," Journal of Guidance, Control, and Dynamics, Vol. 33, No. 5, 2010, pp. 1527-1538. doi:10.2514/1.47908
19. Meiry, J. L., "The Vestibular System and Human Dynamic Space Orientation," NASA CR 628, 1967.
20. Shirley, R. S., and Young, L. R., "Motion Cues in Man-Vehicle Control," IEEE Transactions on Man-Machine Systems, Vol. 9, No. 4, 1968, pp. 121-128. doi:10.1109/TMMS.1968.300016
21. Takasaki, G. M., and Fenton, R. E., "On the Identification of Vehicle Longitudinal Dynamics," IEEE Transactions on Automatic Control, Vol. 22, No. 4, 1977, pp. 610-615. doi:10.1109/TAC.1977.1101569
22. Hensen, R. H. A., Van de Molengraft, M. J. G., and Steinbuch, M., "Frequency Domain Identification of Dynamic Friction Model Parameters," IEEE Transactions on Control Systems Technology, Vol. 10, No. 2, March 2002, pp. 191-196. doi:10.1109/87.987064 (Pubitemid 34404543)
23. Mulder, M., Lubbers, B., Zaal, P. M. T., Van Paassen, M. M., and Mulder, J. A., "Aerodynamic Hinge Moment Coefficient Estimation Using Automatic Fly-By-Wire Control Inputs," AIAA Modeling and Simulation Technologies Conference and Exhibit, AIAA Paper 2009-5692, 2009.
24. Mehra, R. K., "Optimal Input Signals for Parameter Estimation in Dynamic Systems-Survey and New Results," IEEE Transactions on Automatic Control, Vol. 19, No. 6, Dec. 1974, pp. 753-768. doi:10.1109/TAC.1974.1100701
25. Maine, R., and Iliff, K., "AGARDFlight Test Techniques SeriesVolume 3 on Identification of Dynamic Systems-Applications to Aircraft Part 1: The Output Error Approach," AGARDAGARDograph AG-300, North Atlantic Treaty Organization, 1986.
26. Jategaonkar, R. V., Flight Vehicle System Identification: A Time Domain Methodology, Vol. 216, Progress in Astronautics and Aeronautics, AIAA, Reston, VA, Aug. 2006.
27. Mulder, J. A., "Design and Evaluation of Dynamic Flight Test Manoeuvres," Ph.D. Thesis, Delft University of Technology, Delft, The Netherlands, 1986.
28. Lilliefors, H. W., "On the Kolgomorov-Smirnov Test for Normality with Mean andVariance Unknown," Journal of the American Statistical Association, Vol. 62, No. 318, 1967, pp. 399-402. doi:10.2307/2283970