Title :
Control of human-machine interaction for wide area search munitions in the presence of target uncertainty
Author :
Berg-Yuen, Pia E K ; Mehta, Siddhartha S. ; Pasiliao, Eduardo L. ; Murphey, Robert A.
Author_Institution :
Munitions Directorate, Air Force Res. Lab., Eglin AFB, FL, USA
Abstract :
In this report we describe the progress in developing a control architecture for human-in-the-loop wide area search munitions to reduce operator errors in the presence of unreliable automation and operator cognitive limitations. An optimal input tracking controller with adaptive automation uncertainty compensation and real-time workload assessment is developed to improve the system performance. Extensive simulations based on the experimental data involving 12 subjects demonstrate effectiveness of the presented controller.
Keywords :
adaptive systems; compensation; control system synthesis; human-robot interaction; military systems; optimal control; uncertain systems; weapons; adaptive automation uncertainty compensation; control architecture development; human-in-the-loop wide area search munitions; human-machine interaction control; operator cognitive limitations; operator error reduction; optimal input tracking controller; real-time workload assessment; system performance improvement; target uncertainty; Automation; Brain modeling; Control systems; Humans; Real time systems; Uncertainty; Weapons; Control architecture; automation reliability;
Conference_Titel :
Human-Robot Interaction (HRI), 2012 7th ACM/IEEE International Conference on
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4503-1063-5
Electronic_ISBN :
2167-2121