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Quadruped Guidance Robot for the Visually Impaired: A Comfort-Based Approach

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arxiv 2203.03927 v3 pith:2XK3ME74 submitted 2022-03-08 cs.RO cs.SYeess.SY

Quadruped Guidance Robot for the Visually Impaired: A Comfort-Based Approach

classification cs.RO cs.SYeess.SY
keywords humanrobotforceguidancemotionimpairedtractionvisually
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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Guidance robots that can guide people and avoid various obstacles, could potentially be owned by more visually impaired people at a fairly low cost. Most of the previous guidance robots for the visually impaired ignored the human response behavior and comfort, treating the human as an appendage dragged by the robot, which can lead to imprecise guidance of the human and sudden changes in the traction force experienced by the human. In this paper, we propose a novel quadruped guidance robot system with a comfort-based concept. We design a controllable traction device that can adjust the length and force between human and robot to ensure comfort. To allow the human to be guided safely and comfortably to the target position in complex environments, our proposed human motion planner can plan the traction force with the force-based human motion model. To track the planned force, we also propose a robot motion planner that can generate the specific robot motion command and design the force control device. Our system has been deployed on Unitree Laikago quadrupedal platform and validated in real-world scenarios.

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Cited by 2 Pith papers

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    Assistive agents for BVI users need accessibility alignment as a core design goal, with a proposed lifecycle pipeline, because sighted assumptions cause unfixable failures in verification, risk, and interaction.

  2. A Hybrid Force-Position Strategy for Shape Control of Deformable Linear Objects With Graph Attention Networks

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    A hybrid force-position controller with a GAT-based learned dynamics model achieves high success rates in DLO shape control, but the force-space planning advantage is not isolated from waypoint decomposition.