Hidden Markov Models for Analysis of Pilot Instrument Scanning and Attention Switching

Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Aeronautics and Astronautics, 2004.

[1]  Warren F. Clement,et al.  A Manual Control-Display Theory Applied to Instrument Landings of a Jet Transport , 1968 .

[2]  Biing-Hwang Juang,et al.  Mixture autoregressive hidden Markov models for speech signals , 1985, IEEE Trans. Acoust. Speech Signal Process..

[3]  Kim J. Kaiser.  Improved operational reliability and safety with HUD: The Alaska airlines experience , 1994 .

[4]  D. H. Weir,et al.  Measurement and analysis of pilot scanning behavior during simulated instrument approaches , 1971 .

[5]  L. Rabiner,et al.  An introduction to hidden Markov models , 1986, IEEE ASSP Magazine.

[6]  Neville Moray,et al.  Monitoring behavior and supervisory control , 1986 .

[7]  L. Kaufman,et al.  Handbook of perception and human performance , 1986 .

[8]  Christopher D. Wickens,et al.  The Structure of Attentional Resources , 1980 .

[9]  Alex Pentland,et al.  Real-Time American Sign Language Recognition Using Desk and Wearable Computer Based Video , 1998, IEEE Trans. Pattern Anal. Mach. Intell..

[10]  John W. Senders,et al.  The peripheral viewing of dials. , 1955 .

[11]  Biing-Hwang Juang,et al.  Fundamentals of speech recognition , 1993, Prentice Hall signal processing series.

[12]  Michael Zuschlag,et al.  Issues and Knowledge Concerning the Use of Head-Up Displays in Air Transports , 2003 .

[13]  J. R. Carbonell.  A Queueing Model of Many-Instrument Visual Sampling , 1966 .

[14]  R L Harris,et al.  Visual scanning behavior and pilot workload. , 1982, Aviation, space, and environmental medicine.

[15]  Heekuck Oh,et al.  Neural Networks for Pattern Recognition , 1993, Adv. Comput..

[16]  Stephanie M. Doane,et al.  ADAPT: A Predictive Cognitive Model of User Visual Attention and Action Planning , 2000, User Modeling and User-Adapted Interaction.

[17]  John G. Kemeny,et al.  Finite Markov chains , 1960 .

[18]  Van Nostrand,et al.  Error Bounds for Convolutional Codes and an Asymptotically Optimum Decoding Algorithm , 1967 .

[19]  D. H. Weir,et al.  Pilot dynamics for instrument approach tasks: Full panel multiloop and flight director operations , 1972 .

[20]  G. Schwarz.  Estimating the Dimension of a Model , 1978 .

[21]  Paul M. Fitts,et al.  Eye movements of aircraft pilots during instrument-landing approaches. , 1950 .

[22]  W. H. Levison,et al.  Two-Dimensional Manual Control Systems with Separated Displays , 1967 .

[23]  W R Ercoline,et al.  United States Air Force head-up display control and performance symbology evaluations. , 1994, Aviation, space, and environmental medicine.

[25]  Lawrence R. Rabiner,et al.  A tutorial on hidden Markov models and selected applications in speech recognition , 1989, Proc. IEEE.

[26]  D. Rubin,et al.  Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .

[27]  H. Akaike.  A new look at the statistical model identification , 1974 .

[28]  J. E. Pennington.  Single pilot scanning behavior in simulated instrument flight , 1979 .

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

[30]  L R Young,et al.  Eye-movement measurement techniques. , 1975, The American psychologist.

[31]  L. Baum,et al.  Statistical Inference for Probabilistic Functions of Finite State Markov Chains , 1966 .

[32]  Thomas B. Sheridan,et al.  Monitoring Behavior and Supervisory Control , 1976 .

[33]  Alex Pentland,et al.  LAFTER: a real-time face and lips tracker with facial expression recognition , 2000, Pattern Recognit..

[34]  S R Ellis,et al.  Statistical Dependency in Visual Scanning , 1986, Human factors.

[35]  D. Haussler,et al.  Hidden Markov models in computational biology. Applications to protein modeling. , 1993, Journal of molecular biology.

[36]  William R. Ercoline,et al.  Effects of Variations in Head-Up Display Airspeed and Altitude Representations on Basic Flight Performance , 1990 .

[37]  John G. Kemeny,et al.  Finite Markov Chains. , 1960 .

[38]  Jaime R. Carbonell,et al.  A Queueing Model of Visual Sampling Experimental Validation , 1968 .

[39]  C. Wickens,et al.  Visual scanning and pilot expertise: the role of attentional flexibility and mental model development. , 1997, Aviation, space, and environmental medicine.