analiza aiqbench
This study evaluates MR-GLi, an interface that overlays visual feedback and torque indicators directly onto a robot gripper for underwater teleoperation. The research demonstrates that this mixed reality approach maintains torque-regulation performance comparable to traditional 2D monitors while significantly reducing the cognitive burden of shifting attention between the workspace and feedback displays. These findings advance human-robot interaction by proving the feasibility of spatially registered overlays in complex, high-stakes environments like underwater robotics.
MR-GLi: Mixed Reality-Based Gripper-Linked Overlays for Underwater Robot Arm Teleoperation via Bilateral Control
arXiv:2609.16041v1 Announce Type: new Abstract: Visual torque feedback supports underwater bilateral teleoperation, but the benefit of mixed reality (MR) over conventional monitor presentation remains unclear. We present MR-GLi, an MR interface that spatially registers a reaction torque indicator and wrist-camera image to the robot gripper. Twenty participants performed lift and pick-and-place tasks with rigid and compliant objects in a counterbalanced within-subject comparison with a 2D monitor, using identical visual-feedback content and four-channel bilateral control. MR-GLi provided gripper-linked access to visual feedback while maintaining a similar level of torque-regulation performance to the 2D monitor. Subjective evaluation further indicated reduced perceived burden associated with shifting attention between the workspace and visual feedback. These results demonstrate the feasibility of gripper-linked MR overlays for underwater bilateral teleoperation and highlight the importance of considering information access in addition to task performance. Additional material: https://mertcookimg.github.io/mr-gli/
Abstract:Visual torque feedback supports underwater bilateral teleoperation, but the benefit of mixed reality (MR) over conventional monitor presentation remains unclear. We present MR-GLi, an MR interface that spatially registers a reaction torque indicator and wrist-camera image to the robot gripper. Twenty participants performed lift and pick-and-place tasks with rigid and compliant objects in a counterbalanced within-subject comparison with a 2D monitor, using identical visual-feedback content and four-channel bilateral control. MR-GLi provided gripper-linked access to visual feedback while maintaining a similar level of torque-regulation performance to the 2D monitor. Subjective evaluation further indicated reduced perceived burden associated with shifting attention between the workspace and visual feedback. These results demonstrate the feasibility of gripper-linked MR overlays for underwater bilateral teleoperation and highlight the importance of considering information access in addition to task performance. Additional material: this https URL
Robotics (cs.RO)
arXiv:2609.16041 [cs.RO]
(or arXiv:2609.16041v1 [cs.RO] for this version)
https://doi.org/10.48550/arXiv.2609.16041 Focus to learn more arXiv-issued DOI via DataCite
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.
Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them.
Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
Text integral sub licența deschisă a publicației · 227 cuvinte
Subiecte conexe
One Print, Many Moves: Monolithic Origami-inspired Folding Actuator for Composable Soft Multi-DoF Systems
arXiv · 2 sept. 2026

Maven Robotics wants to steal your robot deployment deal
TechCrunch · 10 sept. 2026

[AINews] not much happened today
Latent Space · 10 sept. 2026

The SaaSpocalypse that wasn’t, with Atlassian CEO Mike Cannon-Brookes
The Verge · 28 sept. 2026