Modeling Pilot Control Behavior with Sudden Changes in Vehicle Dynamics

A pursuit tracking model of the human pilot adapting to sudden changes in vehicle dynamics is developed and exercised. The current model is based upon a simplified representation of the human pilot in multi-axis tasks previously reported in the literature. A key feature of the adaptive model is the simplicity afforded by only varying two gain parameters in each control loop to accommodate pilot adaptation. The model is first exercised in a single-loop task in which the controlled element dynamics are changed from rate command to acceleration command (with time delay), back to rate command, and finally, to position command. A second example applies the model to a simple two-axis task (two control inceptors) in which the controlled element dynamics in both control loops are changed simultaneously. The model employed for sudden changes in vehicle dynamics is also applied to a single-axis task in which the controlled element dynamics change gradually over a 10 s period. Finally, longitudinal control of a simplified model of a fighter aircraft undergoing sudden damage is considered.

[1]  R. D. Smallwood Internal Models and the Human Instrument Monitor , 1967 .

[2]  D. C. Miller,et al.  Process of adaptation by the human controller , 1966 .

[3]  T. Govindaraj,et al.  The human as a detector of changes in variance and bandwidth , 1977 .

[4]  Ronald A. Hess,et al.  Pilot Modeling with Applications to the Analytical Assessment of Flight Simulator Fidelity , 2008 .

[5]  Y. T. Li Man in an adaptive and multiloop control system , 1966 .

[6]  Duane T. McRuer,et al.  A Review of Quasi-Linear Pilot Models , 1967 .

[7]  George A. Bekey,et al.  Decision Processes in the Adaptive Behavior of Human Controllers , 1969, IEEE Trans. Syst. Sci. Cybern..

[8]  Ronald A. Hess,et al.  Structural Model of the Adaptive Human Pilot , 1980 .

[9]  W. A. Johnson,et al.  Pilot's response to stability augmentation system failures and implications for design , 1968 .

[10]  Ezra S. Krendel,et al.  A servomechanisms approach to skill development , 1960 .

[11]  Ronald A. Hess,et al.  Analytical Assessment of Flight Simulator Fidelity Using Pilot Models , 2009 .

[12]  Ezra S. Krendel,et al.  Mathematical Models of Human Pilot Behavior , 1974 .

[13]  Albert E. Preyss,et al.  Stochastic Modeling of Human Learning Behavior , 1968 .

[14]  S. R. Wells,et al.  Sliding mode control applied to reconfigurable flight control design , 2002 .

[15]  D. H. Weir Applications of the pilot transition response model to flight control system failure analysis , 1967 .

[16]  R. H. Smith,et al.  On the Limits of Manual Control , 1963 .

[17]  Laurence R. Young,et al.  On Adaptive Manual Control , 1969 .