HCCVLGROOct 26, 2022

The eyes and hearts of UAV pilots: observations of physiological responses in real-life scenarios

arXiv:2210.14910v13 citationsh-index: 16
Originality Synthesis-oriented
AI Analysis

This work addresses the need for adapted training tools for UAV pilots in both civil and military contexts, though it is incremental as it applies existing monitoring techniques to a new outdoor scenario.

The study tackled the problem of training UAV pilots by developing a tool to monitor their physiological responses and behavior during real outdoor flights, using object detection, gaze tracking, and heart-rate variability measurements across three flight challenges to help improve performance.

The drone industry is diversifying and the number of pilots increases rapidly. In this context, flight schools need adapted tools to train pilots, most importantly with regard to their own awareness of their physiological and cognitive limits. In civil and military aviation, pilots can train themselves on realistic simulators to tune their reaction and reflexes, but also to gather data on their piloting behavior and physiological states. It helps them to improve their performances. Opposed to cockpit scenarios, drone teleoperation is conducted outdoor in the field, thus with only limited potential from desktop simulation training. This work aims to provide a solution to gather pilots behavior out in the field and help them increase their performance. We combined advance object detection from a frontal camera to gaze and heart-rate variability measurements. We observed pilots and analyze their behavior over three flight challenges. We believe this tool can support pilots both in their training and in their regular flight tasks. A demonstration video is available on https://www.youtube.com/watch?v=eePhjd2qNiI

Foundations

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