4.6 Article

Building Human Visual Attention Map for Construction Equipment Teleoperation

Journal

FRONTIERS IN NEUROSCIENCE
Volume 16, Issue -, Pages -

Publisher

FRONTIERS MEDIA SA
DOI: 10.3389/fnins.2022.895126

Keywords

construction equipment teleoperation; virtual annotation; situational awareness; visual attention; cognitive load

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Funding

  1. Center for Balance Architecture, Zhejiang University, China
  2. National Natural Science Foundation of China [71971196]

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Construction equipment teleoperation is a promising solution for hazardous site environments. However, operator's limited situational awareness is a major hurdle. Virtual annotations (VAs) can convey operating clues to improve operator's situational awareness without cognitive overload. This study investigates the effect of VA on teleoperation performance in excavating tasks and provides insights into human vision in virtual or augmented reality, informing the design of user-friendly teleoperation systems.
Construction equipment teleoperation is a promising solution when the site environment is hazardous to operators. However, limited situational awareness of the operator exists as one of the major bottlenecks for its implementation. Virtual annotations (VAs) can use symbols to convey information about operating clues, thus improving an operator's situational awareness without introducing an overwhelming cognitive load. It is of primary importance to understand how an operator's visual system responds to different VAs from a human-centered perspective. This study investigates the effect of VA on teleoperation performance in excavating tasks. A visual attention map is generated to describe how an operator's attention is allocated when VAs are presented during operation. The result of this study can improve the understanding of how human vision works in virtual or augmented reality. It also informs the strategies on the practical implication of designing a user-friendly teleoperation system.

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