Publication Date
2022
Document Type
Dissertation
Committee Members
John Flach, Ph.D. (Committee Co-Chair); Ion Juvina, Ph.D. (Committee Co-Chair); Kyle J. Behymer, Ph.D. (Committee Member); Kevin B. Bennett, Ph.D. (Committee Member)
Degree Name
Doctor of Philosophy (PhD)
Abstract
This dissertation research will cover lessons learned from the three-year, iterative design and evaluation of TECUMSA (Tasking and Execution of Collaborative Unmanned and Manned Systems with Autonomy). TECUMSA is a graphical user interface and autonomous tool suite that enables a single operator (e.g., an Air Mission Commander) to team with autonomous capabilities (e.g., route planning, aircraft task allocation) to effectively command and control multiple manned and unmanned aircraft in a contested battlespace. The user/AMC was responsible for accomplishing a series of reconnaissance, surveillance, and threat neutralization tasks in a hostile and dynamic simulated battlespace. The main challenges in this problem space are cognitive bandwidth of operators (e.g., maintaining situation awareness, allocating attention flexibly across multiple aircraft), and their ability to coordinate and collaborate with subordinate autonomous agents. The main objective of this research was therefore determining what control mechanisms offered the TECUMSA operator stability and reliability of control. Two formal system evaluations will be discussed, where a total of 15 Army aviators used TECUMSA to complete multiple hours of simulated air assault operations in a synthetic task environment. This research explored distributed supervisory control, where the operator distributed authority to automation for continuous manual control tasks using Play Calling (i.e., directability). The following research will also cover observations from the system evaluations highlighting interface features that afforded the user the ability to observe, perceive, and understand the state of the world relative to their goals and intentions (i.e., observability). One of the major themes in this dissertation is the importance of observability and directability as design principles, and the implications they have for both user interface design and human-autonomy teaming.
Page Count
204
Department or Program
Department of Psychology
Year Degree Awarded
2022
Copyright
Copyright 2022, all rights reserved. My ETD will be available under the "Fair Use" terms of copyright law.
