4.8 Article

Electrooculography and Tactile Perception Collaborative Interface for 3D Human-Machine Interaction

Journal

ACS NANO
Volume 16, Issue 4, Pages 6687-6699

Publisher

AMER CHEMICAL SOC
DOI: 10.1021/acsnano.2c01310

Keywords

honeycomb graphene; EOG; tactile sensor; laser induction; human-machine interaction

Funding

  1. National Natural Science Foundation of China [U20A20168, 61874065, 51861145202]
  2. Beijing Innovation Center for Future Chip
  3. Tsinghua University Initiative Scientific Research Program [20193080047]
  4. Shenzhen Science and Technology Program [JCYJ20180508152046428]

Ask authors/readers for more resources

The proposed collaborative interface integrates EOG and tactile perception for fast and accurate 3D human-machine interaction, utilizing different interfaces for different types of operations.
The human-machine interface (HMI) previously relied on a single perception interface that cannot realize three-dimensional (3D) interaction and convenient and accurate interaction in multiple scenes. Here, we propose a collaborative interface including electrooculography (EOG) and tactile perception for fast and accurate 3D human-machine interaction. The EOG signals are mainly used for fast, convenient, and contactless 2D (XY-axis) interaction, and the tactile sensing interface is mainly utilized for complex 2D movement control and Z-axis control in the 3D interaction. The honeycomb graphene electrodes for the EOG signal acquisition and tactile sensing array are prepared by a laser-induced process. Two pairs of ultrathin and breathable honeycomb graphene electrodes are attached around the eyes for monitoring nine different eye movements. A machine learning algorithm is designed to train and classify the nine different eye movements with an average prediction accuracy of 92.6%. Furthermore, an ultrathin (90 mu m), stretchable (similar to 1000%), and flexible tactile sensing interface assembled by a pair of 4 x 4 planar electrode arrays is attached to the arm for 2D movement control and Z-axis interaction, which can realize single-point, multipoint and sliding touch functions. Consequently, the tactile sensing interface can achieve eight directions control and even more complex movement trajectory control. Meanwhile, the flexible and ultrathin tactile sensor exhibits an ultrahigh sensitivity of 1.428 kPa(-1) in the pressure range 0-300 Pa with long-term response stability and repeatability. Therefore, the collaboration between EOG and the tactile perception interface will play an important role in rapid and accurate 3D human-machine interaction.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.8
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available