Back to Search
Start Over
A Study of Human-Machine Teaming For Single Pilot Operation with Augmented Reality
- Source :
- ISMAR Adjunct, 2021 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct)
- Publication Year :
- 2021
- Publisher :
- IEEE, 2021.
-
Abstract
- With the increasing number of flights in the recent years, airlines and aircraft manufacturers are facing a daunting problem: shortage of pilots. One solution to this is to reduce the number of pilots in the aircraft and move towards single pilot operations (SPO). However, with this approach, the safety and quality of the flights must be guaranteed. Due to the complex nature of piloting task, a form of human-machine teaming is required to provide extra help and insight to the pilot. To this end, it is natural to look for proper artificial intelligence (AI) solutions as the field has evolved rapidly through the past decades with rise of machine learning and deep learning. The ideal AI for this task should aim to improve the human decision-making and focus on interaction with human rather than simply automating processes without human intervention. This particular field of AI is designed to communicate with the human and is known as cognitive computing (CC). To this end, several technologies can be employed to cover different aspects of interaction. One such technology is augmented reality (AR) which as of today, has matured enough to be used in commercial products. As such, an experiment was conducted to study the interaction between the pilot and CC teammate, and understand whether assistance is required to enable safe transition towards SPO.
- Subjects :
- Computer science
business.industry
Deep learning
media_common.quotation_subject
Cognitive computing
Human-centered computing
Field (computer science)
Task (project management)
Human–computer interaction
Human–machine system
Quality (business)
Augmented reality
Artificial intelligence
business
media_common
Subjects
Details
- ISBN :
- 978-1-66541-298-8
- ISBNs :
- 9781665412988
- Database :
- OpenAIRE
- Journal :
- 2021 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct)
- Accession number :
- edsair.doi.dedup.....2650497431e8110576bb050182f7ded7
- Full Text :
- https://doi.org/10.1109/ismar-adjunct54149.2021.00091