Backend
High-resolution tactile observation makes hidden racket-control mechanisms learnable
arXiv cs.HC0 views
arXiv:2610.35563v1 Announce Type: cross Abstract: Experts can master fine hand-object manipulation skills, yet limited conscious perception of rapid tactile interactions hinders their ability to articulate the underlying control mechanisms. Badminton racket control requires rapid, fine hand-force coordination, providing a demanding testbed for uncovering these mechanisms. An 864-node tactile-inertial glove with synchronized 100-Hz acquisition recorded over 14,000 strokes from more than 70 participants across five skills. Inspired by sensorimotor control, our mechanics-grounded two-layer framework inferred object-driving and grip-stabilizing control from tactile history, while resolving their spatiotemporal force realization. We found that higher proficiency was associated with selective rather than extensive control: greater skill specificity, anticipatory regulation, focal distal modulation and lower geometric torque cancellation, while spatiotemporal coordination showed a non-monotonic acquire-refine pattern. We translated these mechanisms into personalized guidance targeting force control and force-motion coordination. In a randomized cohort, mechanism-guided learners gained 0.72 expert-rated skill levels versus 0.05 with level-only feedback, making control mechanisms actionable.
Source:https://arxiv.org/abs/2610.35563PreviousOmni-InteractScope: Benchmarking Proactive and Agentic Interaction in Continuous Omnimodal StreamsNextPinching Antenna and Relay Assisted Joint Indoor Outdoor NOMA Communications with SWIPT
Related posts
The fix for an empty state isn't filling it
0dev.to UX
Five Things That Make Dependabot Painful for Terraform
0dev.to GitHub
Tracking Roblox player counts: what the public data actually gives you
0dev.to Data
Telegram gold signals this week: results to Oct 30
0dev.to Data
Google Trending Searches Today in 10 Countries (Nov 02, 2026)
0dev.to Data
Custom-Made Furniture in India: Sizes, Budget, Timeline and What to Check Before Ordering
0dev.to Design