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Exploring Perceptual Intensity Properties Using Electrotactile Stimulation on Fingertips

  • Ziliang Zhou
  • , Xiaoxin Wang
  • , Yicheng Yang
  • , Jia Zeng
  • , Honghai Liu*
  • *Corresponding author for this work
  • Shanghai Jiao Tong University
  • Harbin Institute of Technology Shenzhen
  • Peng Cheng Laboratory

Research output: Contribution to journalArticlepeer-review

Abstract

Understanding electrotactile parametric properties is a crucial milestone in achieving intuitive haptics. Perceptual intensity is a primary property, but its exploration remains challenging due to subjectivity. To address this problem, this study conducted two experiments on fingertips and proposed two metrics based on significant findings. Experiment 1 found a significant linear relationship (R$^{2}$ = 0.981) between pulse amplitude (PA) and pulse width (PW) in the logarithmic plane, and proposed a metric of parameter intensity (PI) to estimate the intensity of parameters. In Experiment 2, subjective intensity (SI) was defined and measured using a scale of 0 to 10. A metric model of SI (SI model) was derived based on the linear relationship (R$^{2}>$0.78) between PI and measured SI. A calibration method was proposed and its prediction accuracy has been verified. An average RMSE of 11.2$\%$ indicated an accuracy close to the subjective judgment error of 8.7$\%$. Results are consistent across subjects and four different electrode-skin conditions (ESC). The findings of this study provide theoretical support for SI prediction and regulation, which is significant for electrotactile feedback.

Original languageEnglish
Pages (from-to)805-815
Number of pages11
JournalIEEE Transactions on Haptics
Volume16
Issue number4
DOIs
StatePublished - 1 Oct 2023
Externally publishedYes

Keywords

  • Electrotactile
  • electrical stimulation
  • perceptual properties
  • subjective intensity

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