~/talk

AuraSense: Enabling Expressive Around-Smartwatch Interactions with Electric Field Sensing

Talkat UIST 2016 · 2016-10-16..10-19
links:none on file
linkedin:yzhang
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slides:none on file

A smartwatch prototype uses electric-field (shunting-mode) sensing with one transmitter and four to ten receiver electrodes to enable around-device input; a custom board dynamically selects antenna configurations and runs SVM classification and regression on 12 features. Evaluations with 10 right-handed participants report six interactions supported (on-skin buttons, sliders, 2D skin tracking, in-air position, and two gesture types), 92.7% accuracy for four skin buttons, 2 mm slider error, 7.2 mm skin tracking error, 18° average angular error for in-air angles, and ~82–89% gesture accuracies using a prototype built on an LG G Watch driven by a 115 kHz square wave.

AI-written summary · about

  1. 0:00Introduction
  2. 0:26Background
  3. 0:51Previous Work
  4. 2:12Touches
  5. 3:36Sensing Principle
  6. 5:44Antenna Designs
  7. 6:08Antenna Configuration
  8. 6:45Machine Learning Pipeline
  9. 7:22User Study
  10. 7:52Evaluation
  11. 11:15Limitations
  12. 12:06Questions
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