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Towards Reproducible Evaluations for Flying Drone Controllers in Virtual Environments

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arxiv 2207.14462 v1 pith:6PYPYZVH submitted 2022-07-29 cs.HC cs.MMcs.RO

Towards Reproducible Evaluations for Flying Drone Controllers in Virtual Environments

classification cs.HC cs.MMcs.RO
keywords dronevirtualenvironmentenvironmentsevaluationsinterfacenuisuser
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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Research attention on natural user interfaces (NUIs) for drone flights are rising. Nevertheless, NUIs are highly diversified, and primarily evaluated by different physical environments leading to hard-to-compare performance between such solutions. We propose a virtual environment, namely VRFlightSim, enabling comparative evaluations with enriched drone flight details to address this issue. We first replicated a state-of-the-art (SOTA) interface and designed two tasks (crossing and pointing) in our virtual environment. Then, two user studies with 13 participants demonstrate the necessity of VRFlightSim and further highlight the potential of open-data interface designs.

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