Architecting Human Operator Trust in Automation to Improve System Effectiveness in Multiple Unmanned Aerial Vehicles (UAV) Control

Abstract : Current Unmanned Aerial System (UAS) designs require multiple operators for each vehicle, partly due to imperfect automation matched with the complex operational environment. This study examines the effectiveness of future UAS automation by explicitly addressing the human/machine trust relationship during system architecting. A pedigreed engineering model of trust between human and machine was developed and applied to a laboratory-developed micro-UAS for Special Operations. This unprecedented investigation answered three primary questions: Can previous research be used to create a useful trust model for systems engineering? How can trust be considered explicitly within the DoD Architecture Framework? Can the utility of architecting trust be demonstrated on a given UAS architecture? By addressing operator trust explicitly during architecture development, system designers can incorporate more effective automation. The results provide the Systems Engineering community a new modeling technique for early human systems integration.

[1]  Bonnie M. Muir,et al.  Trust Between Humans and Machines, and the Design of Decision Aids , 1987, Int. J. Man Mach. Stud..

[2]  Stacey D. Scott,et al.  Awareness in Unmanned Aerial Vehicle Operations , 2008 .

[3]  Stanley M. Halpin,et al.  Cognitive Reliability in Manned Systems , 1973 .

[4]  Janet Miller Uncovering Expectations to Support Initial Trust in System Development , 2008, Software Engineering Research and Practice.

[5]  Paul G. Spirakis,et al.  "Trust Engineering: " From Requirements to System Design and Maintenance - A Working National Lottery System Experience , 2005, ISC.

[6]  Bernt Schiele,et al.  Towards improving trust in context-aware systems by displaying system confidence , 2005, Mobile HCI.

[7]  Colin G. Drury,et al.  Foundations for an Empirically Determined Scale of Trust in Automated Systems , 2000 .

[8]  Younho Seong,et al.  Assessment of Operator Trust in and Utilization of Automated Decision Aids under Different Framing Conditions , 2000 .

[9]  C. Wickens,et al.  Situation Awareness, Mental Workload, and Trust in Automation: Viable, Empirically Supported Cognitive Engineering Constructs , 2008 .

[10]  Shoshana Zuboff In the Age of the Smart Machine , 1988 .

[11]  Rajeev R. Bhattacharya,et al.  A Formal Model of Trust Based on Outcomes , 1998 .

[12]  Raja Parasuraman,et al.  Adaptive Automation for Human-Robot Teaming in Future Command and Control Systems , 2007 .

[13]  Lu Wang,et al.  Developing Human-Machine Interfaces to Support Appropriate Trust and Reliance on Automated Combat Identification Systems (Developpement d'Interfaces Homme-Machine Pour Appuyer la Confiance dans les Systemes Automatises d'Identification au Combat) , 2007 .

[14]  Ji Gao,et al.  Extending the decision field theory to model operators' reliance on automation in supervisory control situations , 2006, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[15]  Kevin W Williams,et al.  Human Factors Implications of Unmanned Aircraft Accidents: Flight-Control Problems , 2006 .

[16]  John W. Senders,et al.  The Human Operator as a Monitor and Controller of Multidegree of Freedom Systems , 1964 .

[17]  Raja Parasuraman,et al.  Trust in Decision Aids: a Model and Its Training Implications , 1998 .

[18]  Thomas B. Sheridan,et al.  TRUSTWORTHINESS OF COMMAND AND CONTROL SYSTEMS , 1988 .

[19]  Toshiyuki Inagaki,et al.  Attention and complacency , 2000 .

[20]  Mary L. Cummings,et al.  Automation Architecture for Single Operator, Multiple UAV Command and Control, , 2007 .

[21]  Daniel J. Garland,et al.  Situation Awareness Analysis and Measurement , 2009 .

[22]  Linda G. Pierce,et al.  Predicting Misuse and Disuse of Combat Identification Systems , 2001 .

[23]  Mary L. Cummings,et al.  Predicting Controller Capacity in Supervisory Control of Multiple UAVs , 2008, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[24]  John D. Lee,et al.  Trust, self-confidence, and operators' adaptation to automation , 1994, Int. J. Hum. Comput. Stud..

[25]  John D. Lee,et al.  Trust in Automation: Designing for Appropriate Reliance , 2004 .

[26]  D. H. Mills The Logic and Limits of Trust , 1983 .

[27]  J. G. Holmes,et al.  Trust in close relationships. , 1985 .

[28]  Richard W. Pew,et al.  Human-system integration in the system development process : a new look , 2007 .

[29]  Christopher D. Wickens,et al.  A model for types and levels of human interaction with automation , 2000, IEEE Trans. Syst. Man Cybern. Part A.

[30]  J. Boyd,et al.  A Discourse on Winning and Losing , 1987 .

[31]  Regina A. Pomranky,et al.  The role of trust in automation reliance , 2003, Int. J. Hum. Comput. Stud..

[32]  Raja Parasuraman,et al.  Humans and Automation: Use, Misuse, Disuse, Abuse , 1997, Hum. Factors.