Theory and Design of Adaptive Automation in Aviation Systems

Abstract : Recent technological advances have made viable the implementation of intelligent automation in advanced tactical aircraft. The use of this technology has given rise to new human factors issues and concerns. Errors in highly automated aircraft have been linked to the adverse effects of automation on the pilot's system awareness, monitoring workload, and ability to revert to manual control. However adaptive automation, or automation that is implemented dynamically in response to changing task demands on the pilot, has been proposed to be superior to systems with fixed, or static automation. This report examines several issues concerning the theory and design of adaptive automation in aviation systems, particularly as applied to advanced tactical aircraft. An analysis of the relative costs and benefits of conventional (static) aviation automation provides the starting point for the development of a theory of adaptive automation. This analysis includes a review of the empirical studies investigating effects of automation on pilot performance. The main concepts of adaptive automation are then introduced, and four major methods for implementing adaptive automation in the advanced cockpit are described and discussed. Aircraft Automation, Pilot Situational Awareness, Aviation Human Factors, Pilot Workload.

[1]  P. Fitts Engineering psychology. , 1958, Annual review of psychology.

[2]  N. Jordan Allocation of functions between man and machines in automated systems. , 1963 .

[3]  W. T. Singleton,et al.  Man-machine systems , 1974 .

[4]  William B. Rouse,et al.  Adaptive Allocation of Decision Making Responsibility between Supervisor and Computer , 1976 .

[5]  E Edwards,et al.  Automation in civil transport aircraft. , 1977, Applied ergonomics.

[6]  Earl L. Wiener Controlled Flight into Terrain Accidents: System-Induced Errors , 1977 .

[7]  Walter Schneider,et al.  Controlled and automatic human information processing: II. Perceptual learning, automatic attending and a general theory. , 1977 .

[8]  William B. Rouse,et al.  Human-Computer Interaction in Multitask Situations , 1977, IEEE Transactions on Systems, Man, and Cybernetics.

[9]  Daniel Gopher,et al.  Manipulating the Conditions of Training in Time-Sharing Performance , 1977 .

[10]  N. Carriero Physiological Correlates of Performance in a Long Duration Repetitive Visual Task , 1977 .

[11]  William Rouse,et al.  OPTIMAL ADAPTIVE ALLOCATION OF DECISION MAKING RESPONSIBILITY BETWEEN HUMAN AND COMPUTER IN MULTI-TASK SITUATIONS. , 1977 .

[12]  William B. Rouse,et al.  A Queueing Model of Pilot Decisionmaking in a Multitask Flight Management Situation , 1978, IEEE Transactions on Systems, Man, and Cybernetics.

[13]  Renwick Curry Human factors of descent energy management , 1979, 1979 18th IEEE Conference on Decision and Control including the Symposium on Adaptive Processes.

[14]  L. Hasher,et al.  Automatic and effortful processes in memory. , 1979 .

[15]  William B. Rouse,et al.  Adaptive Allocation of Decisionmaking Responsibility between Human and Computer in Multitask Situations , 1979, IEEE Transactions on Systems, Man, and Cybernetics.

[16]  N. Moray Mental workload : its theory and measurement , 1979 .

[17]  Christopher D. Wickens,et al.  MEASURES OF WORKLOAD, STRESS AND SECONDARY TASKS , 1979 .

[18]  T. Govindaraj,et al.  Optimal Control Model Predictions of System Performance and Attention Allocation and Their Experimental Validation in a Display Design Study , 1980, IEEE Transactions on Systems, Man, and Cybernetics.

[19]  Renwick E. Curry,et al.  Flight-deck automation: promises and problems , 1980 .

[20]  Christopher D. Wickens,et al.  Failure Detection in Dynamic Systems , 1981 .

[21]  William B. Rouse,et al.  Modeling the Human Controller in Environments That Include Continuous and Discrete Tasks , 1981, IEEE Transactions on Systems, Man, and Cybernetics.

[22]  T. Shallice Specific impairments of planning. , 1982, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[23]  R. E. Curry,et al.  Human factors of flight-deck automation: report on a NASA-industry workshop , 1983 .

[24]  M. Kutas,et al.  Electrophysiology of cognitive processing. , 1983, Annual review of psychology.

[25]  Sandra H. Rouse,et al.  A Framework for Research on Adaptive Decision Aids , 1983 .

[26]  Larry Hirschhorn,et al.  Beyond mechanization: Work and technology in a postindustrial age , 1984 .

[27]  David F. Noble Forces of production : a social history of industrial automation , 1984 .

[28]  William B. Rouse,et al.  HUMAN-COMPUTER INTERACTION: A CONCEPTUAL MODEL. , 1984 .

[29]  E. L. Wiener Human factors in cockpit automation: A field study of flight crew transition , 1985 .

[30]  R. E. Curry The Introduction of New Cockpit Technology: A Human Factors Study , 1985 .

[31]  P. Adler New Technologies, New Skills , 1986 .

[32]  Stanley M. Halpin,et al.  Adaptive User Interfaces for Planning and Decision Aids in C3I Systems , 1986, IEEE Transactions on Systems, Man, and Cybernetics.

[33]  Joel S. Greenstein,et al.  Development and Validation of a Mathematical Model of Human Decisionmaking for Human-Computer Communication , 1986, IEEE Transactions on Systems, Man, and Cybernetics.

[34]  William B. Rouse,et al.  Understanding and Enhancing User Acceptance of Computer Technology , 1986, IEEE Transactions on Systems, Man, and Cybernetics.

[35]  Richard W. Moss,et al.  2010: The Symbionic Cockpit , 1986, IEEE Aerospace and Electronic Systems Magazine.

[36]  Christopher D. Wickens,et al.  The Impact of Automation on Error Detection: Some Results from a Visual Discrimination Task , 1987 .

[37]  William B. Rouse,et al.  An Architecture for Intelligent Interfaces: Outline of an Approach to Supporting Operators of Complex Systems , 1987, Hum. Comput. Interact..

[38]  B. Chandrasekaran,et al.  A Mechanism for Forming Composite Explanatory Hypotheses , 1987, IEEE Transactions on Systems, Man, and Cybernetics.

[39]  Raja Parasuraman,et al.  Human-Computer Monitoring , 1987 .

[40]  J. W. McDaniel,et al.  Rules for fighter cockpit automation , 1988, Proceedings of the IEEE 1988 National Aerospace and Electronics Conference.

[41]  D. Woods Coping with complexity: the psychology of human behaviour in complex systems , 1988 .

[42]  B. Rouse William,et al.  Adaptive Aiding for Human/Computer Control , 1988 .

[43]  Mark H. Chignell,et al.  Mental workload dynamics in adaptive interface design , 1988, IEEE Trans. Syst. Man Cybern..

[44]  David C. Nagel,et al.  Human factors in aviation , 1988 .

[45]  P. Hancock,et al.  Human Mental Workload , 1988 .

[46]  Harley Shaiken The automated factory: vision and reality , 1989 .

[47]  Jacqueline R. Idaszak,et al.  Active Participation in Highly Automated Systems: Turning the Wrong Stuff Into the Right Stuff , 1989 .

[48]  H W Orlady,et al.  FLIGHT DECK AUTOMATION: PROMISES AND REALITIES : PROCEEDINGS OF A NASA FAA INDUSTRY WORKSHOP , 1989 .

[49]  Raja Parasuraman,et al.  Event-related brain potentials and human factors research. , 1990 .

[50]  John E. Deaton,et al.  Adaptive Function Allocation for Intelligent Cockpits. , 1991 .

[51]  P. A. Hancock,et al.  Experimental Evaluations of a Model of Mental Workload , 1989, Human factors.