Tactile and Sensory Interactions Peer reviewed

Information Transfer on the Wrist: Vibrotactile Signal Characteristics from Single to Multiple Tactors

Elyse D. Z. Chase, Ali Israr, Mina S. Schepmann, Marcia K. O’Malley and 1 more

ACM Transactions on Human-Robot Interaction | Jun 26, 2026

Abstract

Abstract

Vision and sound often dominate human-robot interaction systems, but touch can convey nuanced, real-time task and environment information. Vibrotactile feedback is increasingly common in commercial devices, and the wrist offers a promising location for wearable haptics: it is unobtrusive and sensitive to tactile input. While prior work has studied vibrotactile feedback in navigation and action confirmation tasks, quantifying information transfer for wrist-worn vibrotactile cues remains underexplored. This study estimates information transfer on the wrist (bits per stimulus) using a confusion-matrix-based metric alongside accuracy and pleasantness ratings. We conducted three linked studies with the same participants: identifying single-tactor cues spanning frequency, amplitude, and modulation; identifying the same cues under sequential vibrotactile masking and during a concurrent typing task; and identifying multi-tactor spatiotemporal patterns and rating pleasantness. Participants reliably discriminated complex signals, with amplitude and feature interactions playing key roles. Information transfer ranged from 0.75 bits/stimulus for multi-tactor patterns to 2.28 bits/stimulus for single-tactor testing across all participants (2.56 for experienced participants); masking and typing yielded 1.64 and 1.85 bits/stimulus, respectively. Performance was not solely driven by amplitude-normalized intensity.

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Authors

Researchers on this paper

Elyse D. Z. Chase

first | Rice University | ORCID 0009-0002-3398-5048

Ali Israr

middle | Meta (Israel) | ORCID 0000-0002-5060-7340

Mina S. Schepmann

middle | Rice University | ORCID 0009-0006-7592-5667

Marcia K. O’Malley

middle | Rice University | ORCID 0000-0002-3563-1051

Jessica Hartcher-O’Brien

last | Meta (Israel) | ORCID 0000-0002-2760-0482

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Citation

BibTeX

@article{Chase2026Information,
  title = {Information Transfer on the Wrist: Vibrotactile Signal Characteristics from Single to Multiple Tactors},
  author = {Elyse D. Z. Chase and Ali Israr and Mina S. Schepmann and Marcia K. O’Malley and Jessica Hartcher-O’Brien},
  journal = {ACM Transactions on Human-Robot Interaction},
  year = {2026},
  doi = {10.1145/3822501},
  url = {https://doi.org/10.1145/3822501}
}

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