The Effects of System Reliability and Task Uncertainty on Unmanned Aerial Vehicle Operator Performance under High Time Pressure

<p>For many years, the military has understood the value and versatility of Unmanned Aerial Systems (UAS). In the recent years, UASs have sparked the interest of other fields, and in the very near future, they will be introduced into the National Airspace System (NAS). With this inclusion come new concerns. Due to the future wide range applications for UASs, it is important to explore factors, which may affect operator performance. The UAS operator task differs from that of a manned aircraft pilot. An UAS operator does not get the same sensory cues as a pilot and their field of vision is significantly restricted among other limitations.</p> <p>This study examined the effects of system reliability and task uncertainty on UAS operator performance, measuring image processing accuracy and image processing time through a primary task and three secondary tasks. The primary task was image processing that entailed differentiating between targets and distracters, making necessary changes to the identifications provided by the automation and processing images accurately within a five-second window. There were also three secondary tasks that are typical of UAS operations to which the participants had to respond as quickly as they could. Both system reliability and task uncertainty were found to be significant for primary task image processing time. In contrast, accuracy was not found to be significantly affected by either one of the independent variables. The results are examined, and recommendations for future research are discussed.</p>

Name thesis:degree_name

Master of Science in Human Factors & Systems

Level thesis:degree_level

Thesis - Open Access

Discipline thesis:degree_discipline

Human Factors and Systems

Year

2011

Author dc:creator

• Jaramillo, Manuela

Contributors dc:contributor

• Dahai Liu
• Shawn Michael Doherty
• Yan Tang

• system reliability
• task uncertainty
• unmanned aerial vehicles
• operator performance
• time pressure
• Aviation
• Management and Operations

Repository record dc:identifier

https://commons.erau.edu/db-theses/90

OAI identifier oai:identifier

oai:commons.erau.edu:db-theses-1129